R Packages
packages <- c("tidyverse", "kableExtra", "broom", "broomExtra", "gganimate")
xfun::pkg_attach(packages, message = F)
Functions
nice_tables <- function(table) {
table %>%
kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width = "100%", height = "200px")
}
Regular Season
- FGM - field goals made
- FGA - field goals attempted
- FGM3 - three pointers made
- FGA3 - three pointers attempted
- FTM - free throws made
- FTA - free throws attempted
- OR - offensive rebounds
- DR - defensive rebounds
- Ast - assists
- TO - turnovers committed
- Stl - steals
- Blk - blocks
- PF - personal fouls committed
df_regular_season <- read_csv("data/RegularSeasonDetailedResults.csv")
## Parsed with column specification:
## cols(
## .default = col_double(),
## WLoc = col_character()
## )
## See spec(...) for full column specifications.
df_regular_season <- df_regular_season %>%
rowwise() %>%
mutate(WFGM2 = WFGM-WFGM3,
WFGA2 = WFGA-WFGA3,
LFGM2 = LFGM-LFGM3,
LFGA2 = LFGM-LFGA3,
diff_score = WScore-LScore,
team_id_pair = paste0(sort(c(WTeamID, LTeamID)), collapse = "_")) %>%
select(-DayNum, -WTeamID, -WScore, -LTeamID, -LScore, -WLoc, -NumOT, -WFGM, -WFGA, -LFGM, -LFGA) %>%
ungroup()
df_regular_season[2:28] <- apply(df_regular_season[2:28], 2, scale)
Summary
summary(df_regular_season) %>%
nice_tables() %>%
scroll_box(width = "100%")
|
|
Season </th>
|
WFGM3 </th>
|
WFGA3 </th>
|
WFTM </th>
|
WFTA </th>
|
WOR </th>
|
WDR </th>
|
WAst </th>
|
WTO </th>
|
WStl </th>
|
WBlk </th>
|
WPF </th>
|
LFGM3 </th>
|
LFGA3 </th>
|
LFTM </th>
|
LFTA </th>
|
LOR </th>
|
LDR </th>
|
LAst </th>
|
LTO </th>
|
LStl </th>
|
LBlk </th>
|
LPF </th>
|
WFGM2 </th>
|
WFGA2 </th>
|
LFGM2 </th>
|
LFGA2 </th>
|
diff_score
|
team_id_pair
|
|
|
Min. :2003
|
Min. :-2.30856
|
Min. :-3.00802
|
Min. :-2.58287
|
Min. :-2.80023
|
Min. :-2.649323
|
Min. :-4.2024
|
Min. :-3.1118
|
Min. :-2.978797
|
Min. :-2.2418
|
Min. :-1.5539
|
Min. :-3.5004
|
Min. :-2.172191
|
Min. :-3.10974
|
Min. :-2.27245
|
Min. :-2.52914
|
Min. :-2.6569
|
Min. :-3.8708
|
Min. :-3.0640
|
Min. :-3.24720
|
Min. :-2.175211
|
Min. :-1.40690
|
Min. :-3.49597
|
Min. :-3.616074
|
Min. :-3.91814
|
Min. :-3.3739
|
Min. :-5.70169
|
Min. :-1.1951
|
Length:82041
|
|
|
1st Qu.:2007
|
1st Qu.:-0.66693
|
1st Qu.:-0.75224
|
1st Qu.:-0.66490
|
1st Qu.:-0.71015
|
1st Qu.:-0.717250
|
1st Qu.:-0.7321
|
1st Qu.:-0.6190
|
1st Qu.:-0.748501
|
1st Qu.:-0.6479
|
1st Qu.:-0.7444
|
1st Qu.:-0.6010
|
1st Qu.:-0.723445
|
1st Qu.:-0.73557
|
1st Qu.:-0.78347
|
1st Qu.:-0.71205
|
1st Qu.:-0.7571
|
1st Qu.:-0.7802
|
1st Qu.:-0.6524
|
1st Qu.:-0.75952
|
1st Qu.:-0.731400
|
1st Qu.:-0.91683
|
1st Qu.:-0.62448
|
1st Qu.:-0.639179
|
1st Qu.:-0.62040
|
1st Qu.:-0.5893
|
1st Qu.:-0.62684
|
1st Qu.:-0.7599
|
Class :character
|
|
|
Median :2011
|
Median :-0.01028
|
Median :-0.05815
|
Median :-0.02558
|
Median :-0.09542
|
Median : 0.007277
|
Median :-0.1197
|
Median :-0.1658
|
Median :-0.005069
|
Median :-0.0103
|
Median :-0.3397
|
Median :-0.1177
|
Median : 0.000927
|
Median :-0.05724
|
Median :-0.03899
|
Median :-0.01317
|
Median :-0.0447
|
Median :-0.1179
|
Median :-0.1165
|
Median :-0.08106
|
Median :-0.009494
|
Median : 0.06329
|
Median : 0.03818
|
Median :-0.001273
|
Median :-0.09276
|
Median :-0.1252
|
Median :-0.02979
|
Median :-0.2159
|
Mode :character
|
|
|
Mean :2011
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.000000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.0000
|
NA
|
|
|
3rd Qu.:2015
|
3rd Qu.: 0.64638
|
3rd Qu.: 0.63594
|
3rd Qu.: 0.61374
|
3rd Qu.: 0.64225
|
3rd Qu.: 0.731804
|
3rd Qu.: 0.6969
|
3rd Qu.: 0.5141
|
3rd Qu.: 0.738364
|
3rd Qu.: 0.6273
|
3rd Qu.: 0.4698
|
3rd Qu.: 0.6071
|
3rd Qu.: 0.725300
|
3rd Qu.: 0.62109
|
3rd Qu.: 0.70550
|
3rd Qu.: 0.68570
|
3rd Qu.: 0.6677
|
3rd Qu.: 0.5443
|
3rd Qu.: 0.6873
|
3rd Qu.: 0.59740
|
3rd Qu.: 0.712411
|
3rd Qu.: 0.55336
|
3rd Qu.: 0.70083
|
3rd Qu.: 0.636634
|
3rd Qu.: 0.69870
|
3rd Qu.: 0.5709
|
3rd Qu.: 0.71651
|
3rd Qu.: 0.4369
|
NA
|
|
|
Max. :2018
|
Max. : 6.22792
|
Max. : 6.53567
|
Max. : 5.08901
|
Max. : 5.43714
|
Max. : 6.528022
|
Max. : 5.5962
|
Max. : 5.7263
|
Max. : 4.951145
|
Max. : 6.0467
|
Max. : 6.9457
|
Max. : 5.6811
|
Max. : 5.795908
|
Max. : 6.55651
|
Max. : 5.54467
|
Max. : 5.99718
|
Max. : 5.8920
|
Max. : 6.0633
|
Max. : 5.2425
|
Max. : 6.02507
|
Max. : 5.765750
|
Max. : 7.41426
|
Max. : 5.56027
|
Max. : 6.165153
|
Max. : 5.71126
|
Max. : 5.4439
|
Max. : 4.44802
|
Max. : 6.8560
|
NA
|
Correlation Matrix
df_reg_season_nested <- df_regular_season %>%
select(-team_id_pair) %>%
group_by(Season) %>%
nest() %>%
mutate(cor_mat = map(data, cor),
cor_mat_long = map(cor_mat, reshape::melt)) %>%
select(-data, -cor_mat) %>%
unnest()
ggplot(df_reg_season_nested, aes(X1, X2, fill = value)) +
geom_raster() +
theme_minimal() +
theme(axis.text.x = element_text(hjust = 1, angle = 45)) +
labs(title = 'Year: {round(frame_time,0)}',
x = "Metric",
y = "Metric",
fill = "Correlation") +
scale_fill_distiller(palette = "RdBu", limits = c(-1, 1)) +
transition_time(Season)

First-Level Analysis
df_level1_tidy <- df_regular_season %>%
select(-team_id_pair) %>%
group_by(Season) %>%
do(level1 = lm(diff_score ~ ., data = .)) %>%
tidy(level1) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05")
df_level1_tidy %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0000000
|
0
|
-1.979706e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM3
|
0.9941226
|
0
|
2.394939e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA3
|
0.0000000
|
0
|
-6.192058e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTM
|
0.6807120
|
0
|
1.303040e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTA
|
0.0000000
|
0
|
-5.829533e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WOR
|
0.0000000
|
0
|
6.552423e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WDR
|
0.0000000
|
0
|
-4.752904e+00
|
0.0000021
|
0.0000030
|
TRUE
|
|
2003
|
WAst
|
0.0000000
|
0
|
8.436962e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WTO
|
0.0000000
|
0
|
6.799391e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WStl
|
0.0000000
|
0
|
1.104628e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WBlk
|
0.0000000
|
0
|
-2.450628e-01
|
0.8064188
|
0.8064188
|
FALSE
|
|
2003
|
WPF
|
0.0000000
|
0
|
-1.117877e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGM3
|
-0.9011833
|
0
|
-2.897565e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA3
|
0.0000000
|
0
|
-2.212678e+00
|
0.0269689
|
0.0333900
|
TRUE
|
|
2003
|
LFTM
|
-0.5845566
|
0
|
-1.443462e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTA
|
0.0000000
|
0
|
-8.301560e-01
|
0.4064938
|
0.4403682
|
FALSE
|
|
2003
|
LOR
|
0.0000000
|
0
|
-3.238996e+00
|
0.0012081
|
0.0015705
|
TRUE
|
|
2003
|
LDR
|
0.0000000
|
0
|
1.226669e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LAst
|
0.0000000
|
0
|
3.598701e+00
|
0.0003232
|
0.0004423
|
TRUE
|
|
2003
|
LTO
|
0.0000000
|
0
|
-1.040004e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LStl
|
0.0000000
|
0
|
-4.292546e-01
|
0.6677581
|
0.6944684
|
FALSE
|
|
2003
|
LBlk
|
0.0000000
|
0
|
1.064569e+00
|
0.2871271
|
0.3245785
|
FALSE
|
|
2003
|
LPF
|
0.0000000
|
0
|
1.562438e+00
|
0.1182538
|
0.1397545
|
FALSE
|
|
2003
|
WFGM2
|
1.0233362
|
0
|
1.891790e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA2
|
0.0000000
|
0
|
-4.960654e+00
|
0.0000007
|
0.0000011
|
TRUE
|
|
2003
|
LFGM2
|
-0.9377324
|
0
|
-2.871215e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
0.0000000
|
0
|
5.030884e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGM3
|
0.9941226
|
0
|
1.788613e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA3
|
0.0000000
|
0
|
1.334601e+00
|
0.1820739
|
0.2491537
|
FALSE
|
|
2004
|
WFTM
|
0.6807120
|
0
|
9.677985e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTA
|
0.0000000
|
0
|
1.190567e+00
|
0.2338856
|
0.2882012
|
FALSE
|
|
2004
|
WOR
|
0.0000000
|
0
|
-4.985074e-01
|
0.6181505
|
0.6696631
|
FALSE
|
|
2004
|
WDR
|
0.0000000
|
0
|
5.480440e+00
|
0.0000000
|
0.0000001
|
TRUE
|
|
2004
|
WAst
|
0.0000000
|
0
|
-3.354839e+00
|
0.0008006
|
0.0014869
|
TRUE
|
|
2004
|
WTO
|
0.0000000
|
0
|
-1.568997e+00
|
0.1167183
|
0.1685931
|
FALSE
|
|
2004
|
WStl
|
0.0000000
|
0
|
-3.915907e+00
|
0.0000914
|
0.0001828
|
TRUE
|
|
2004
|
WBlk
|
0.0000000
|
0
|
-4.140443e+00
|
0.0000353
|
0.0000834
|
TRUE
|
|
2004
|
WPF
|
0.0000000
|
0
|
-7.219606e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM3
|
-0.9011833
|
0
|
-2.075212e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA3
|
0.0000000
|
0
|
-4.017777e+00
|
0.0000597
|
0.0001293
|
TRUE
|
|
2004
|
LFTM
|
-0.5845566
|
0
|
-1.070901e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFTA
|
0.0000000
|
0
|
1.013915e+00
|
0.3106772
|
0.3512004
|
FALSE
|
|
2004
|
LOR
|
0.0000000
|
0
|
6.031957e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LDR
|
0.0000000
|
0
|
-2.850140e+00
|
0.0043897
|
0.0071332
|
TRUE
|
|
2004
|
LAst
|
0.0000000
|
0
|
3.221356e+00
|
0.0012848
|
0.0022271
|
TRUE
|
|
2004
|
LTO
|
0.0000000
|
0
|
1.165538e+00
|
0.2438626
|
0.2882012
|
FALSE
|
|
2004
|
LStl
|
0.0000000
|
0
|
4.235595e-01
|
0.6719071
|
0.6987834
|
FALSE
|
|
2004
|
LBlk
|
0.0000000
|
0
|
2.018036e+00
|
0.0436462
|
0.0667530
|
FALSE
|
|
2004
|
LPF
|
0.0000000
|
0
|
-1.402194e-01
|
0.8884929
|
0.8884929
|
FALSE
|
|
2004
|
WFGM2
|
1.0233362
|
0
|
1.395443e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA2
|
0.0000000
|
0
|
1.166524e+00
|
0.2434639
|
0.2882012
|
FALSE
|
|
2004
|
LFGM2
|
-0.9377324
|
0
|
-2.046137e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
(Intercept)
|
0.0000000
|
0
|
1.695642e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGM3
|
0.9941226
|
0
|
1.755597e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA3
|
0.0000000
|
0
|
-1.121781e+00
|
0.2620134
|
0.4007264
|
FALSE
|
|
2005
|
WFTM
|
0.6807120
|
0
|
9.775806e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTA
|
0.0000000
|
0
|
-2.484923e-01
|
0.8037645
|
0.8968349
|
FALSE
|
|
2005
|
WOR
|
0.0000000
|
0
|
2.174751e-01
|
0.8278476
|
0.8968349
|
FALSE
|
|
2005
|
WDR
|
0.0000000
|
0
|
-8.437869e-01
|
0.3988319
|
0.5714839
|
FALSE
|
|
2005
|
WAst
|
0.0000000
|
0
|
7.296820e-02
|
0.9418346
|
0.9418346
|
FALSE
|
|
2005
|
WTO
|
0.0000000
|
0
|
3.093288e+00
|
0.0019913
|
0.0047066
|
TRUE
|
|
2005
|
WStl
|
0.0000000
|
0
|
-4.856229e+00
|
0.0000012
|
0.0000036
|
TRUE
|
|
2005
|
WBlk
|
0.0000000
|
0
|
-2.736494e-01
|
0.7843662
|
0.8968349
|
FALSE
|
|
2005
|
WPF
|
0.0000000
|
0
|
-9.417962e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM3
|
-0.9011833
|
0
|
-2.120296e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA3
|
0.0000000
|
0
|
-2.236501e+00
|
0.0253662
|
0.0549601
|
FALSE
|
|
2005
|
LFTM
|
-0.5845566
|
0
|
-1.084859e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFTA
|
0.0000000
|
0
|
8.106245e-01
|
0.4176229
|
0.5714839
|
FALSE
|
|
2005
|
LOR
|
0.0000000
|
0
|
-4.030400e-01
|
0.6869374
|
0.8504939
|
FALSE
|
|
2005
|
LDR
|
0.0000000
|
0
|
2.177892e+00
|
0.0294642
|
0.0589284
|
FALSE
|
|
2005
|
LAst
|
0.0000000
|
0
|
-1.327528e+00
|
0.1843992
|
0.3196253
|
FALSE
|
|
2005
|
LTO
|
0.0000000
|
0
|
-4.121156e+00
|
0.0000384
|
0.0000997
|
TRUE
|
|
2005
|
LStl
|
0.0000000
|
0
|
4.503136e-01
|
0.6525053
|
0.8482569
|
FALSE
|
|
2005
|
LBlk
|
0.0000000
|
0
|
-1.411260e+00
|
0.1582350
|
0.2938650
|
FALSE
|
|
2005
|
LPF
|
0.0000000
|
0
|
1.269122e+00
|
0.2044609
|
0.3322490
|
FALSE
|
|
2005
|
WFGM2
|
1.0233362
|
0
|
1.371287e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA2
|
0.0000000
|
0
|
1.318410e-01
|
0.8951158
|
0.9309204
|
FALSE
|
|
2005
|
LFGM2
|
-0.9377324
|
0
|
-2.066016e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
(Intercept)
|
0.0000000
|
0
|
3.733268e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGM3
|
0.9941226
|
0
|
2.142238e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA3
|
0.0000000
|
0
|
1.313864e+00
|
0.1889556
|
0.3070528
|
FALSE
|
|
2006
|
WFTM
|
0.6807120
|
0
|
1.151479e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTA
|
0.0000000
|
0
|
-9.400156e-01
|
0.3472575
|
0.4514348
|
FALSE
|
|
2006
|
WOR
|
0.0000000
|
0
|
-1.177234e+00
|
0.2391613
|
0.3657760
|
FALSE
|
|
2006
|
WDR
|
0.0000000
|
0
|
-4.303573e+00
|
0.0000171
|
0.0000405
|
TRUE
|
|
2006
|
WAst
|
0.0000000
|
0
|
3.093422e+00
|
0.0019902
|
0.0039803
|
TRUE
|
|
2006
|
WTO
|
0.0000000
|
0
|
4.613255e+00
|
0.0000041
|
0.0000118
|
TRUE
|
|
2006
|
WStl
|
0.0000000
|
0
|
1.832788e+00
|
0.0668970
|
0.1242372
|
FALSE
|
|
2006
|
WBlk
|
0.0000000
|
0
|
-1.011563e+00
|
0.3117987
|
0.4503759
|
FALSE
|
|
2006
|
WPF
|
0.0000000
|
0
|
-1.635069e+00
|
0.1021012
|
0.1769754
|
FALSE
|
|
2006
|
LFGM3
|
-0.9011833
|
0
|
-2.573329e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA3
|
0.0000000
|
0
|
-5.700349e-01
|
0.5686811
|
0.6720776
|
FALSE
|
|
2006
|
LFTM
|
-0.5845566
|
0
|
-1.309339e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTA
|
0.0000000
|
0
|
3.692890e-02
|
0.9705432
|
0.9705432
|
FALSE
|
|
2006
|
LOR
|
0.0000000
|
0
|
-7.190550e-02
|
0.9426802
|
0.9705432
|
FALSE
|
|
2006
|
LDR
|
0.0000000
|
0
|
4.408534e+00
|
0.0000106
|
0.0000277
|
TRUE
|
|
2006
|
LAst
|
0.0000000
|
0
|
-3.489234e+00
|
0.0004888
|
0.0010591
|
TRUE
|
|
2006
|
LTO
|
0.0000000
|
0
|
-5.439354e+00
|
0.0000001
|
0.0000002
|
TRUE
|
|
2006
|
LStl
|
0.0000000
|
0
|
4.149756e-01
|
0.6781786
|
0.7666367
|
FALSE
|
|
2006
|
LBlk
|
0.0000000
|
0
|
1.807683e-01
|
0.8565572
|
0.9279370
|
FALSE
|
|
2006
|
LPF
|
0.0000000
|
0
|
-7.305058e-01
|
0.4651173
|
0.5758595
|
FALSE
|
|
2006
|
WFGM2
|
1.0233362
|
0
|
1.691823e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA2
|
0.0000000
|
0
|
9.491706e-01
|
0.3425824
|
0.4514348
|
FALSE
|
|
2006
|
LFGM2
|
-0.9377324
|
0
|
-2.469503e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
(Intercept)
|
0.0000000
|
0
|
9.698455e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM3
|
0.9941226
|
0
|
4.839672e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA3
|
0.0000000
|
0
|
2.341740e+00
|
0.0192330
|
0.0500057
|
FALSE
|
|
2007
|
WFTM
|
0.6807120
|
0
|
2.619762e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTA
|
0.0000000
|
0
|
2.249037e+00
|
0.0245533
|
0.0580351
|
FALSE
|
|
2007
|
WOR
|
0.0000000
|
0
|
-1.868488e+00
|
0.0617523
|
0.1143581
|
FALSE
|
|
2007
|
WDR
|
0.0000000
|
0
|
-3.831649e+00
|
0.0001288
|
0.0004187
|
TRUE
|
|
2007
|
WAst
|
0.0000000
|
0
|
-2.128609e+00
|
0.0333352
|
0.0722263
|
FALSE
|
|
2007
|
WTO
|
0.0000000
|
0
|
2.091190e+00
|
0.0365612
|
0.0731224
|
FALSE
|
|
2007
|
WStl
|
0.0000000
|
0
|
-7.084174e-01
|
0.4787190
|
0.6223347
|
FALSE
|
|
2007
|
WBlk
|
0.0000000
|
0
|
6.568743e-01
|
0.5112919
|
0.6330280
|
FALSE
|
|
2007
|
WPF
|
0.0000000
|
0
|
-1.101923e+00
|
0.2705479
|
0.4396403
|
FALSE
|
|
2007
|
LFGM3
|
-0.9011833
|
0
|
-5.933932e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGA3
|
0.0000000
|
0
|
9.939642e-01
|
0.3202882
|
0.4686172
|
FALSE
|
|
2007
|
LFTM
|
-0.5845566
|
0
|
-2.947506e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTA
|
0.0000000
|
0
|
2.225042e-01
|
0.8239305
|
0.8925914
|
FALSE
|
|
2007
|
LOR
|
0.0000000
|
0
|
-3.672503e-01
|
0.7134478
|
0.8431656
|
FALSE
|
|
2007
|
LDR
|
0.0000000
|
0
|
2.271285e-01
|
0.8203331
|
0.8925914
|
FALSE
|
|
2007
|
LAst
|
0.0000000
|
0
|
5.807710e-02
|
0.9536895
|
0.9536895
|
FALSE
|
|
2007
|
LTO
|
0.0000000
|
0
|
-2.692629e+00
|
0.0071127
|
0.0205477
|
TRUE
|
|
2007
|
LStl
|
0.0000000
|
0
|
9.556503e-01
|
0.3392950
|
0.4686172
|
FALSE
|
|
2007
|
LBlk
|
0.0000000
|
0
|
1.546080e-01
|
0.8771365
|
0.9122220
|
FALSE
|
|
2007
|
LPF
|
0.0000000
|
0
|
-9.494234e-01
|
0.3424511
|
0.4686172
|
FALSE
|
|
2007
|
WFGM2
|
1.0233362
|
0
|
3.765239e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA2
|
0.0000000
|
0
|
1.838989e+00
|
0.0659758
|
0.1143581
|
FALSE
|
|
2007
|
LFGM2
|
-0.9377324
|
0
|
-5.608159e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0000000
|
0
|
4.851875e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM3
|
0.9941226
|
0
|
1.813747e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA3
|
0.0000000
|
0
|
-2.480487e+00
|
0.0131521
|
0.0263042
|
TRUE
|
|
2008
|
WFTM
|
0.6807120
|
0
|
9.794495e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFTA
|
0.0000000
|
0
|
-2.057829e+00
|
0.0396569
|
0.0662339
|
FALSE
|
|
2008
|
WOR
|
0.0000000
|
0
|
4.446727e+00
|
0.0000089
|
0.0000231
|
TRUE
|
|
2008
|
WDR
|
0.0000000
|
0
|
-4.860018e-01
|
0.6269866
|
0.7409842
|
FALSE
|
|
2008
|
WAst
|
0.0000000
|
0
|
-1.436202e+00
|
0.1510058
|
0.2181195
|
FALSE
|
|
2008
|
WTO
|
0.0000000
|
0
|
5.488853e-01
|
0.5831080
|
0.7219433
|
FALSE
|
|
2008
|
WStl
|
0.0000000
|
0
|
2.045165e+00
|
0.0408894
|
0.0662339
|
FALSE
|
|
2008
|
WBlk
|
0.0000000
|
0
|
1.224543e+00
|
0.2208036
|
0.3021522
|
FALSE
|
|
2008
|
WPF
|
0.0000000
|
0
|
1.013620e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGM3
|
-0.9011833
|
0
|
-2.147312e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA3
|
0.0000000
|
0
|
2.071660e+00
|
0.0383469
|
0.0662339
|
FALSE
|
|
2008
|
LFTM
|
-0.5845566
|
0
|
-1.083079e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTA
|
0.0000000
|
0
|
-3.535272e-01
|
0.7237077
|
0.8181044
|
FALSE
|
|
2008
|
LOR
|
0.0000000
|
0
|
1.782011e-01
|
0.8585721
|
0.8585721
|
FALSE
|
|
2008
|
LDR
|
0.0000000
|
0
|
2.787909e+00
|
0.0053245
|
0.0115363
|
TRUE
|
|
2008
|
LAst
|
0.0000000
|
0
|
-7.990853e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LTO
|
0.0000000
|
0
|
-3.517957e+00
|
0.0004386
|
0.0010368
|
TRUE
|
|
2008
|
LStl
|
0.0000000
|
0
|
2.888892e-01
|
0.7726778
|
0.8370676
|
FALSE
|
|
2008
|
LBlk
|
0.0000000
|
0
|
1.080034e+00
|
0.2801779
|
0.3642313
|
FALSE
|
|
2008
|
LPF
|
0.0000000
|
0
|
-1.998253e-01
|
0.8416252
|
0.8585721
|
FALSE
|
|
2008
|
WFGM2
|
1.0233362
|
0
|
1.391606e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA2
|
0.0000000
|
0
|
-2.021239e+00
|
0.0433068
|
0.0662339
|
FALSE
|
|
2008
|
LFGM2
|
-0.9377324
|
0
|
-2.071837e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
(Intercept)
|
0.0000000
|
0
|
-3.231582e+00
|
0.0012387
|
0.0046009
|
TRUE
|
|
2009
|
WFGM3
|
0.9941226
|
0
|
1.282936e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA3
|
0.0000000
|
0
|
-1.056682e+00
|
0.2907054
|
0.3978074
|
FALSE
|
|
2009
|
WFTM
|
0.6807120
|
0
|
7.002202e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTA
|
0.0000000
|
0
|
1.771238e+00
|
0.0765794
|
0.1531588
|
FALSE
|
|
2009
|
WOR
|
0.0000000
|
0
|
1.320919e+00
|
0.1865862
|
0.2737492
|
FALSE
|
|
2009
|
WDR
|
0.0000000
|
0
|
-1.534145e+00
|
0.1250546
|
0.2129672
|
FALSE
|
|
2009
|
WAst
|
0.0000000
|
0
|
2.450452e+00
|
0.0143003
|
0.0464759
|
TRUE
|
|
2009
|
WTO
|
0.0000000
|
0
|
-7.771141e-01
|
0.4371266
|
0.5076399
|
FALSE
|
|
2009
|
WStl
|
0.0000000
|
0
|
2.402513e+00
|
0.0163175
|
0.0471396
|
TRUE
|
|
2009
|
WBlk
|
0.0000000
|
0
|
6.365962e-01
|
0.5244158
|
0.5681171
|
FALSE
|
|
2009
|
WPF
|
0.0000000
|
0
|
2.062929e+00
|
0.0391687
|
0.0925806
|
FALSE
|
|
2009
|
LFGM3
|
-0.9011833
|
0
|
-1.511204e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGA3
|
0.0000000
|
0
|
-8.343835e-01
|
0.4041031
|
0.5003181
|
FALSE
|
|
2009
|
LFTM
|
-0.5845566
|
0
|
-7.739090e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTA
|
0.0000000
|
0
|
-7.570299e-01
|
0.4490661
|
0.5076399
|
FALSE
|
|
2009
|
LOR
|
0.0000000
|
0
|
1.556803e+00
|
0.1195778
|
0.2129672
|
FALSE
|
|
2009
|
LDR
|
0.0000000
|
0
|
2.579162e-01
|
0.7964817
|
0.7964817
|
FALSE
|
|
2009
|
LAst
|
0.0000000
|
0
|
-2.327700e+00
|
0.0199660
|
0.0519117
|
FALSE
|
|
2009
|
LTO
|
0.0000000
|
0
|
-8.422371e-01
|
0.3996938
|
0.5003181
|
FALSE
|
|
2009
|
LStl
|
0.0000000
|
0
|
1.312175e+00
|
0.1895187
|
0.2737492
|
FALSE
|
|
2009
|
LBlk
|
0.0000000
|
0
|
1.510185e+00
|
0.1310567
|
0.2129672
|
FALSE
|
|
2009
|
LPF
|
0.0000000
|
0
|
-1.864475e+00
|
0.0623111
|
0.1350075
|
FALSE
|
|
2009
|
WFGM2
|
1.0233362
|
0
|
1.001923e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA2
|
0.0000000
|
0
|
3.574054e-01
|
0.7208028
|
0.7496349
|
FALSE
|
|
2009
|
LFGM2
|
-0.9377324
|
0
|
-1.469174e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
(Intercept)
|
0.0000000
|
0
|
4.248253e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM3
|
0.9941226
|
0
|
2.875904e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA3
|
0.0000000
|
0
|
-8.344685e-01
|
0.4040551
|
0.4561122
|
FALSE
|
|
2010
|
WFTM
|
0.6807120
|
0
|
1.586762e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTA
|
0.0000000
|
0
|
-1.943908e+00
|
0.0519600
|
0.0675480
|
FALSE
|
|
2010
|
WOR
|
0.0000000
|
0
|
5.924526e-01
|
0.5535731
|
0.5757160
|
FALSE
|
|
2010
|
WDR
|
0.0000000
|
0
|
4.840465e+00
|
0.0000013
|
0.0000025
|
TRUE
|
|
2010
|
WAst
|
0.0000000
|
0
|
-8.860501e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WTO
|
0.0000000
|
0
|
-1.026293e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WStl
|
0.0000000
|
0
|
-6.689627e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WBlk
|
0.0000000
|
0
|
3.796645e+00
|
0.0001483
|
0.0002269
|
TRUE
|
|
2010
|
WPF
|
0.0000000
|
0
|
8.047046e-01
|
0.4210267
|
0.4561122
|
FALSE
|
|
2010
|
LFGM3
|
-0.9011833
|
0
|
-3.508596e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGA3
|
0.0000000
|
0
|
5.099295e+00
|
0.0000004
|
0.0000007
|
TRUE
|
|
2010
|
LFTM
|
-0.5845566
|
0
|
-1.809618e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFTA
|
0.0000000
|
0
|
1.730763e+00
|
0.0835528
|
0.1034464
|
FALSE
|
|
2010
|
LOR
|
0.0000000
|
0
|
-4.055428e+00
|
0.0000508
|
0.0000864
|
TRUE
|
|
2010
|
LDR
|
0.0000000
|
0
|
-2.173047e+00
|
0.0298214
|
0.0408083
|
TRUE
|
|
2010
|
LAst
|
0.0000000
|
0
|
-8.797754e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LTO
|
0.0000000
|
0
|
1.117715e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LStl
|
0.0000000
|
0
|
-2.927514e-01
|
0.7697238
|
0.7697238
|
FALSE
|
|
2010
|
LBlk
|
0.0000000
|
0
|
2.302979e+00
|
0.0213190
|
0.0307942
|
TRUE
|
|
2010
|
LPF
|
0.0000000
|
0
|
8.180353e-01
|
0.4133743
|
0.4561122
|
FALSE
|
|
2010
|
WFGM2
|
1.0233362
|
0
|
2.232653e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA2
|
0.0000000
|
0
|
-4.044641e+00
|
0.0000532
|
0.0000864
|
TRUE
|
|
2010
|
LFGM2
|
-0.9377324
|
0
|
-3.375926e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
0.0000000
|
0
|
-6.858006e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM3
|
0.9941226
|
0
|
2.277280e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA3
|
0.0000000
|
0
|
-7.525647e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTM
|
0.6807120
|
0
|
1.268294e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTA
|
0.0000000
|
0
|
-7.289796e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WOR
|
0.0000000
|
0
|
8.246335e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WDR
|
0.0000000
|
0
|
1.070493e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WAst
|
0.0000000
|
0
|
7.159843e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WTO
|
0.0000000
|
0
|
-9.188857e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WStl
|
0.0000000
|
0
|
-1.893747e+00
|
0.0583139
|
0.0718086
|
FALSE
|
|
2011
|
WBlk
|
0.0000000
|
0
|
4.656899e+00
|
0.0000033
|
0.0000045
|
TRUE
|
|
2011
|
WPF
|
0.0000000
|
0
|
-1.650368e+00
|
0.0989279
|
0.1118315
|
FALSE
|
|
2011
|
LFGM3
|
-0.9011833
|
0
|
-2.699167e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA3
|
0.0000000
|
0
|
2.637839e+00
|
0.0083684
|
0.0108789
|
TRUE
|
|
2011
|
LFTM
|
-0.5845566
|
0
|
-1.405405e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFTA
|
0.0000000
|
0
|
2.878667e-01
|
0.7734602
|
0.8043987
|
FALSE
|
|
2011
|
LOR
|
0.0000000
|
0
|
-6.069353e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LDR
|
0.0000000
|
0
|
1.294925e+00
|
0.1954034
|
0.2116870
|
FALSE
|
|
2011
|
LAst
|
0.0000000
|
0
|
-5.647218e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LTO
|
0.0000000
|
0
|
1.620944e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LStl
|
0.0000000
|
0
|
1.875635e+00
|
0.0607611
|
0.0718086
|
FALSE
|
|
2011
|
LBlk
|
0.0000000
|
0
|
-5.163452e+00
|
0.0000003
|
0.0000004
|
TRUE
|
|
2011
|
LPF
|
0.0000000
|
0
|
-1.047011e-01
|
0.9166170
|
0.9166170
|
FALSE
|
|
2011
|
WFGM2
|
1.0233362
|
0
|
1.791850e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA2
|
0.0000000
|
0
|
-5.676150e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM2
|
-0.9377324
|
0
|
-2.599573e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
(Intercept)
|
0.0000000
|
0
|
-5.551594e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGM3
|
0.9941226
|
0
|
1.665713e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA3
|
0.0000000
|
0
|
6.976982e-01
|
0.4853970
|
0.5487096
|
FALSE
|
|
2012
|
WFTM
|
0.6807120
|
0
|
9.219511e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTA
|
0.0000000
|
0
|
-1.183354e+00
|
0.2367226
|
0.3620463
|
FALSE
|
|
2012
|
WOR
|
0.0000000
|
0
|
-1.229387e+00
|
0.2189820
|
0.3558457
|
FALSE
|
|
2012
|
WDR
|
0.0000000
|
0
|
2.478178e+00
|
0.0132369
|
0.0312871
|
TRUE
|
|
2012
|
WAst
|
0.0000000
|
0
|
1.085964e+00
|
0.2775448
|
0.3855978
|
FALSE
|
|
2012
|
WTO
|
0.0000000
|
0
|
-2.294605e+00
|
0.0217952
|
0.0472230
|
TRUE
|
|
2012
|
WStl
|
0.0000000
|
0
|
8.796671e-01
|
0.3790801
|
0.4693373
|
FALSE
|
|
2012
|
WBlk
|
0.0000000
|
0
|
1.335552e+00
|
0.1817538
|
0.3150400
|
FALSE
|
|
2012
|
WPF
|
0.0000000
|
0
|
4.069705e+00
|
0.0000478
|
0.0001380
|
TRUE
|
|
2012
|
LFGM3
|
-0.9011833
|
0
|
-1.990286e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA3
|
0.0000000
|
0
|
-3.136669e-01
|
0.7537866
|
0.7839380
|
FALSE
|
|
2012
|
LFTM
|
-0.5845566
|
0
|
-1.009848e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTA
|
0.0000000
|
0
|
-7.116241e-01
|
0.4767293
|
0.5487096
|
FALSE
|
|
2012
|
LOR
|
0.0000000
|
0
|
1.719162e+00
|
0.0856441
|
0.1590534
|
FALSE
|
|
2012
|
LDR
|
0.0000000
|
0
|
-1.927500e+00
|
0.0539714
|
0.1079429
|
FALSE
|
|
2012
|
LAst
|
0.0000000
|
0
|
-5.627477e+00
|
0.0000000
|
0.0000001
|
TRUE
|
|
2012
|
LTO
|
0.0000000
|
0
|
3.793791e+00
|
0.0001500
|
0.0003901
|
TRUE
|
|
2012
|
LStl
|
0.0000000
|
0
|
9.607735e-01
|
0.3367105
|
0.4377237
|
FALSE
|
|
2012
|
LBlk
|
0.0000000
|
0
|
1.076434e+00
|
0.2817830
|
0.3855978
|
FALSE
|
|
2012
|
LPF
|
0.0000000
|
0
|
6.217648e-01
|
0.5341236
|
0.5786339
|
FALSE
|
|
2012
|
WFGM2
|
1.0233362
|
0
|
1.320759e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA2
|
0.0000000
|
0
|
-2.340338e-01
|
0.8149679
|
0.8149679
|
FALSE
|
|
2012
|
LFGM2
|
-0.9377324
|
0
|
-1.889272e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
(Intercept)
|
0.0000000
|
0
|
2.176224e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGM3
|
0.9941226
|
0
|
6.894717e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA3
|
0.0000000
|
0
|
4.897521e-01
|
0.6243296
|
0.7729795
|
FALSE
|
|
2013
|
WFTM
|
0.6807120
|
0
|
3.820879e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTA
|
0.0000000
|
0
|
-7.496223e-01
|
0.4535155
|
0.6175985
|
FALSE
|
|
2013
|
WOR
|
0.0000000
|
0
|
-5.537120e-02
|
0.9558448
|
0.9558448
|
FALSE
|
|
2013
|
WDR
|
0.0000000
|
0
|
2.025000e+00
|
0.0429175
|
0.1239838
|
FALSE
|
|
2013
|
WAst
|
0.0000000
|
0
|
1.034885e+00
|
0.3007697
|
0.4600007
|
FALSE
|
|
2013
|
WTO
|
0.0000000
|
0
|
-1.544962e+00
|
0.1224153
|
0.2448306
|
FALSE
|
|
2013
|
WStl
|
0.0000000
|
0
|
-1.845388e+00
|
0.0650370
|
0.1690961
|
FALSE
|
|
2013
|
WBlk
|
0.0000000
|
0
|
-1.435756e+00
|
0.1511308
|
0.2619600
|
FALSE
|
|
2013
|
WPF
|
0.0000000
|
0
|
1.041321e+00
|
0.2977743
|
0.4600007
|
FALSE
|
|
2013
|
LFGM3
|
-0.9011833
|
0
|
-8.148508e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGA3
|
0.0000000
|
0
|
1.643664e+00
|
0.1003051
|
0.2173277
|
FALSE
|
|
2013
|
LFTM
|
-0.5845566
|
0
|
-4.180271e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTA
|
0.0000000
|
0
|
-3.425487e-01
|
0.7319516
|
0.8108503
|
FALSE
|
|
2013
|
LOR
|
0.0000000
|
0
|
2.530624e+00
|
0.0114147
|
0.0370979
|
TRUE
|
|
2013
|
LDR
|
0.0000000
|
0
|
-1.444254e+00
|
0.1487266
|
0.2619600
|
FALSE
|
|
2013
|
LAst
|
0.0000000
|
0
|
2.196360e-01
|
0.8261631
|
0.8592097
|
FALSE
|
|
2013
|
LTO
|
0.0000000
|
0
|
1.723945e+00
|
0.0847762
|
0.2003801
|
FALSE
|
|
2013
|
LStl
|
0.0000000
|
0
|
-7.142958e-01
|
0.4750758
|
0.6175985
|
FALSE
|
|
2013
|
LBlk
|
0.0000000
|
0
|
8.528261e-01
|
0.3937943
|
0.5688140
|
FALSE
|
|
2013
|
LPF
|
0.0000000
|
0
|
3.206647e-01
|
0.7484772
|
0.8108503
|
FALSE
|
|
2013
|
WFGM2
|
1.0233362
|
0
|
5.382571e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA2
|
0.0000000
|
0
|
4.353513e-01
|
0.6633252
|
0.7839298
|
FALSE
|
|
2013
|
LFGM2
|
-0.9377324
|
0
|
-7.822980e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
(Intercept)
|
0.0000000
|
0
|
1.631254e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
0.9941226
|
0
|
9.348633e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA3
|
0.0000000
|
0
|
1.674568e+00
|
0.0940776
|
0.1287377
|
FALSE
|
|
2014
|
WFTM
|
0.6807120
|
0
|
5.085121e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTA
|
0.0000000
|
0
|
2.183839e+00
|
0.0290175
|
0.0472446
|
TRUE
|
|
2014
|
WOR
|
0.0000000
|
0
|
-1.526704e+00
|
0.1268939
|
0.1649620
|
FALSE
|
|
2014
|
WDR
|
0.0000000
|
0
|
4.112716e+00
|
0.0000397
|
0.0001032
|
TRUE
|
|
2014
|
WAst
|
0.0000000
|
0
|
-5.656724e-01
|
0.5716403
|
0.6462020
|
FALSE
|
|
2014
|
WTO
|
0.0000000
|
0
|
-2.195099e+00
|
0.0281994
|
0.0472446
|
TRUE
|
|
2014
|
WStl
|
0.0000000
|
0
|
2.170274e+00
|
0.0300300
|
0.0472446
|
TRUE
|
|
2014
|
WBlk
|
0.0000000
|
0
|
-2.010637e+00
|
0.0444140
|
0.0641536
|
FALSE
|
|
2014
|
WPF
|
0.0000000
|
0
|
-2.851963e+00
|
0.0043617
|
0.0094504
|
TRUE
|
|
2014
|
LFGM3
|
-0.9011833
|
0
|
-1.082101e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA3
|
0.0000000
|
0
|
-2.886868e+00
|
0.0039066
|
0.0092338
|
TRUE
|
|
2014
|
LFTM
|
-0.5845566
|
0
|
-5.797202e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFTA
|
0.0000000
|
0
|
-6.894909e-01
|
0.4905443
|
0.5797342
|
FALSE
|
|
2014
|
LOR
|
0.0000000
|
0
|
4.428319e+00
|
0.0000097
|
0.0000280
|
TRUE
|
|
2014
|
LDR
|
0.0000000
|
0
|
-4.565153e+00
|
0.0000051
|
0.0000166
|
TRUE
|
|
2014
|
LAst
|
0.0000000
|
0
|
4.976615e-01
|
0.6187432
|
0.6703051
|
FALSE
|
|
2014
|
LTO
|
0.0000000
|
0
|
2.159050e+00
|
0.0308907
|
0.0472446
|
TRUE
|
|
2014
|
LStl
|
0.0000000
|
0
|
-2.228901e-01
|
0.8236296
|
0.8236296
|
FALSE
|
|
2014
|
LBlk
|
0.0000000
|
0
|
-4.262774e-01
|
0.6699229
|
0.6967199
|
FALSE
|
|
2014
|
LPF
|
0.0000000
|
0
|
1.074764e+00
|
0.2825289
|
0.3497977
|
FALSE
|
|
2014
|
WFGM2
|
1.0233362
|
0
|
7.260653e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA2
|
0.0000000
|
0
|
2.274190e+00
|
0.0229941
|
0.0459882
|
TRUE
|
|
2014
|
LFGM2
|
-0.9377324
|
0
|
-1.061900e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
0.0000000
|
0
|
5.183245e+00
|
0.0000002
|
0.0000007
|
TRUE
|
|
2015
|
WFGM3
|
0.9941226
|
0
|
9.493936e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA3
|
0.0000000
|
0
|
3.794561e+00
|
0.0001495
|
0.0003943
|
TRUE
|
|
2015
|
WFTM
|
0.6807120
|
0
|
5.080871e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFTA
|
0.0000000
|
0
|
1.073437e+00
|
0.2831235
|
0.3346005
|
FALSE
|
|
2015
|
WOR
|
0.0000000
|
0
|
-2.499296e+00
|
0.0124739
|
0.0249478
|
TRUE
|
|
2015
|
WDR
|
0.0000000
|
0
|
-3.791067e+00
|
0.0001517
|
0.0003943
|
TRUE
|
|
2015
|
WAst
|
0.0000000
|
0
|
-7.357435e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WTO
|
0.0000000
|
0
|
1.216692e+00
|
0.2237754
|
0.3232311
|
FALSE
|
|
2015
|
WStl
|
0.0000000
|
0
|
-3.207360e+00
|
0.0013475
|
0.0029196
|
TRUE
|
|
2015
|
WBlk
|
0.0000000
|
0
|
1.161415e+00
|
0.2455252
|
0.3288101
|
FALSE
|
|
2015
|
WPF
|
0.0000000
|
0
|
-1.922281e+00
|
0.0546236
|
0.0887634
|
FALSE
|
|
2015
|
LFGM3
|
-0.9011833
|
0
|
-1.143955e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA3
|
0.0000000
|
0
|
1.105770e+00
|
0.2688758
|
0.3328939
|
FALSE
|
|
2015
|
LFTM
|
-0.5845566
|
0
|
-5.748290e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTA
|
0.0000000
|
0
|
-3.208292e-01
|
0.7483524
|
0.7782865
|
FALSE
|
|
2015
|
LOR
|
0.0000000
|
0
|
1.003533e+00
|
0.3156495
|
0.3568212
|
FALSE
|
|
2015
|
LDR
|
0.0000000
|
0
|
-2.417042e+00
|
0.0156806
|
0.0291211
|
TRUE
|
|
2015
|
LAst
|
0.0000000
|
0
|
3.621676e+00
|
0.0002954
|
0.0006983
|
TRUE
|
|
2015
|
LTO
|
0.0000000
|
0
|
3.237042e-01
|
0.7461747
|
0.7782865
|
FALSE
|
|
2015
|
LStl
|
0.0000000
|
0
|
-1.143383e+00
|
0.2529308
|
0.3288101
|
FALSE
|
|
2015
|
LBlk
|
0.0000000
|
0
|
-1.953205e-01
|
0.8451495
|
0.8451495
|
FALSE
|
|
2015
|
LPF
|
0.0000000
|
0
|
1.473786e+00
|
0.1405983
|
0.2150328
|
FALSE
|
|
2015
|
WFGM2
|
1.0233362
|
0
|
7.347658e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA2
|
0.0000000
|
0
|
2.369302e+00
|
0.0178571
|
0.0309524
|
TRUE
|
|
2015
|
LFGM2
|
-0.9377324
|
0
|
-1.088481e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
(Intercept)
|
0.0000000
|
0
|
1.817297e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM3
|
0.9941226
|
0
|
3.797943e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA3
|
0.0000000
|
0
|
-9.252659e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTM
|
0.6807120
|
0
|
2.042154e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTA
|
0.0000000
|
0
|
-8.020571e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WOR
|
0.0000000
|
0
|
5.896407e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WDR
|
0.0000000
|
0
|
1.419271e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WAst
|
0.0000000
|
0
|
-9.656550e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WTO
|
0.0000000
|
0
|
-1.525825e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WStl
|
0.0000000
|
0
|
-3.267358e+00
|
0.0010924
|
0.0014949
|
TRUE
|
|
2016
|
WBlk
|
0.0000000
|
0
|
4.094373e+00
|
0.0000430
|
0.0000657
|
TRUE
|
|
2016
|
WPF
|
0.0000000
|
0
|
3.232404e+00
|
0.0012350
|
0.0016055
|
TRUE
|
|
2016
|
LFGM3
|
-0.9011833
|
0
|
-4.634297e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA3
|
0.0000000
|
0
|
3.401134e-01
|
0.7337845
|
0.7631359
|
FALSE
|
|
2016
|
LFTM
|
-0.5845566
|
0
|
-2.297255e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTA
|
0.0000000
|
0
|
-1.205698e+00
|
0.2279872
|
0.2822698
|
FALSE
|
|
2016
|
LOR
|
0.0000000
|
0
|
-3.627050e-01
|
0.7168396
|
0.7631359
|
FALSE
|
|
2016
|
LDR
|
0.0000000
|
0
|
3.364507e+00
|
0.0007722
|
0.0011154
|
TRUE
|
|
2016
|
LAst
|
0.0000000
|
0
|
-4.648044e+00
|
0.0000034
|
0.0000056
|
TRUE
|
|
2016
|
LTO
|
0.0000000
|
0
|
1.562757e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LStl
|
0.0000000
|
0
|
3.186490e-02
|
0.9745810
|
0.9745810
|
FALSE
|
|
2016
|
LBlk
|
0.0000000
|
0
|
4.671227e-01
|
0.6404311
|
0.7239656
|
FALSE
|
|
2016
|
LPF
|
0.0000000
|
0
|
-1.117511e+00
|
0.2638263
|
0.3117947
|
FALSE
|
|
2016
|
WFGM2
|
1.0233362
|
0
|
2.997955e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA2
|
0.0000000
|
0
|
-6.183908e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM2
|
-0.9377324
|
0
|
-4.382558e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
(Intercept)
|
0.0000000
|
0
|
2.039967e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGM3
|
0.9941226
|
0
|
9.188162e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA3
|
0.0000000
|
0
|
-1.698970e+00
|
0.0893828
|
0.1367032
|
FALSE
|
|
2017
|
WFTM
|
0.6807120
|
0
|
4.758040e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTA
|
0.0000000
|
0
|
-2.643519e+00
|
0.0082288
|
0.0164575
|
TRUE
|
|
2017
|
WOR
|
0.0000000
|
0
|
2.223997e+00
|
0.0261901
|
0.0453962
|
TRUE
|
|
2017
|
WDR
|
0.0000000
|
0
|
2.596286e+00
|
0.0094494
|
0.0175490
|
TRUE
|
|
2017
|
WAst
|
0.0000000
|
0
|
1.925476e+00
|
0.0542226
|
0.0881118
|
FALSE
|
|
2017
|
WTO
|
0.0000000
|
0
|
-3.272260e+00
|
0.0010737
|
0.0027915
|
TRUE
|
|
2017
|
WStl
|
0.0000000
|
0
|
-2.811214e+00
|
0.0049534
|
0.0107324
|
TRUE
|
|
2017
|
WBlk
|
0.0000000
|
0
|
1.295258e+00
|
0.1952869
|
0.2417837
|
FALSE
|
|
2017
|
WPF
|
0.0000000
|
0
|
5.763081e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM3
|
-0.9011833
|
0
|
-1.071157e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA3
|
0.0000000
|
0
|
-3.642290e-02
|
0.9709465
|
0.9709465
|
FALSE
|
|
2017
|
LFTM
|
-0.5845566
|
0
|
-5.286929e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFTA
|
0.0000000
|
0
|
-1.572767e+00
|
0.1158317
|
0.1585065
|
FALSE
|
|
2017
|
LOR
|
0.0000000
|
0
|
-1.000715e+00
|
0.3170095
|
0.3746476
|
FALSE
|
|
2017
|
LDR
|
0.0000000
|
0
|
-3.807984e-01
|
0.7033679
|
0.7315026
|
FALSE
|
|
2017
|
LAst
|
0.0000000
|
0
|
-3.668636e+00
|
0.0002462
|
0.0007113
|
TRUE
|
|
2017
|
LTO
|
0.0000000
|
0
|
3.154739e+00
|
0.0016153
|
0.0038180
|
TRUE
|
|
2017
|
LStl
|
0.0000000
|
0
|
5.034109e-01
|
0.6146960
|
0.6659207
|
FALSE
|
|
2017
|
LBlk
|
0.0000000
|
0
|
1.459133e+00
|
0.1445871
|
0.1879632
|
FALSE
|
|
2017
|
LPF
|
0.0000000
|
0
|
6.626695e-01
|
0.5075707
|
0.5737755
|
FALSE
|
|
2017
|
WFGM2
|
1.0233362
|
0
|
7.021898e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA2
|
0.0000000
|
0
|
-1.628984e+00
|
0.1033751
|
0.1493196
|
FALSE
|
|
2017
|
LFGM2
|
-0.9377324
|
0
|
-1.012506e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
(Intercept)
|
0.0000000
|
0
|
-4.447895e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM3
|
0.9941226
|
0
|
2.092325e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA3
|
0.0000000
|
0
|
3.477623e-01
|
0.7280323
|
0.7571536
|
FALSE
|
|
2018
|
WFTM
|
0.6807120
|
0
|
1.046807e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTA
|
0.0000000
|
0
|
1.122198e+00
|
0.2618285
|
0.3582916
|
FALSE
|
|
2018
|
WOR
|
0.0000000
|
0
|
-1.397048e+00
|
0.1624568
|
0.2346598
|
FALSE
|
|
2018
|
WDR
|
0.0000000
|
0
|
-5.239226e+00
|
0.0000002
|
0.0000004
|
TRUE
|
|
2018
|
WAst
|
0.0000000
|
0
|
2.342020e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WTO
|
0.0000000
|
0
|
5.321392e+00
|
0.0000001
|
0.0000003
|
TRUE
|
|
2018
|
WStl
|
0.0000000
|
0
|
3.199487e+00
|
0.0013847
|
0.0025716
|
TRUE
|
|
2018
|
WBlk
|
0.0000000
|
0
|
-2.329288e+00
|
0.0198807
|
0.0323061
|
TRUE
|
|
2018
|
WPF
|
0.0000000
|
0
|
5.146851e+00
|
0.0000003
|
0.0000005
|
TRUE
|
|
2018
|
LFGM3
|
-0.9011833
|
0
|
-2.472390e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGA3
|
0.0000000
|
0
|
-1.542906e+00
|
0.1229124
|
0.1879836
|
FALSE
|
|
2018
|
LFTM
|
-0.5845566
|
0
|
-1.186563e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTA
|
0.0000000
|
0
|
2.948125e-01
|
0.7681485
|
0.7681485
|
FALSE
|
|
2018
|
LOR
|
0.0000000
|
0
|
-5.612834e-01
|
0.5746278
|
0.6254189
|
FALSE
|
|
2018
|
LDR
|
0.0000000
|
0
|
9.922471e-01
|
0.3211216
|
0.3975791
|
FALSE
|
|
2018
|
LAst
|
0.0000000
|
0
|
-9.907716e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LTO
|
0.0000000
|
0
|
-6.792895e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LStl
|
0.0000000
|
0
|
-1.068420e+00
|
0.2853791
|
0.3709929
|
FALSE
|
|
2018
|
LBlk
|
0.0000000
|
0
|
-5.927949e-01
|
0.5533434
|
0.6254189
|
FALSE
|
|
2018
|
LPF
|
0.0000000
|
0
|
-5.573526e-01
|
0.5773097
|
0.6254189
|
FALSE
|
|
2018
|
WFGM2
|
1.0233362
|
0
|
1.586372e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA2
|
0.0000000
|
0
|
2.516776e+00
|
0.0118723
|
0.0205786
|
TRUE
|
|
2018
|
LFGM2
|
-0.9377324
|
0
|
-2.286811e+15
|
0.0000000
|
0.0000000
|
TRUE
|
Significant Only
df_level1_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0000000
|
0
|
-1.979706e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM3
|
0.9941226
|
0
|
2.394939e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA3
|
0.0000000
|
0
|
-6.192058e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTM
|
0.6807120
|
0
|
1.303040e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTA
|
0.0000000
|
0
|
-5.829533e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WOR
|
0.0000000
|
0
|
6.552423e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WDR
|
0.0000000
|
0
|
-4.752904e+00
|
0.0000021
|
0.0000030
|
TRUE
|
|
2003
|
WAst
|
0.0000000
|
0
|
8.436962e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WTO
|
0.0000000
|
0
|
6.799391e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WStl
|
0.0000000
|
0
|
1.104628e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WPF
|
0.0000000
|
0
|
-1.117877e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGM3
|
-0.9011833
|
0
|
-2.897565e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA3
|
0.0000000
|
0
|
-2.212678e+00
|
0.0269689
|
0.0333900
|
TRUE
|
|
2003
|
LFTM
|
-0.5845566
|
0
|
-1.443462e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LOR
|
0.0000000
|
0
|
-3.238996e+00
|
0.0012081
|
0.0015705
|
TRUE
|
|
2003
|
LDR
|
0.0000000
|
0
|
1.226669e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LAst
|
0.0000000
|
0
|
3.598701e+00
|
0.0003232
|
0.0004423
|
TRUE
|
|
2003
|
LTO
|
0.0000000
|
0
|
-1.040004e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM2
|
1.0233362
|
0
|
1.891790e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA2
|
0.0000000
|
0
|
-4.960654e+00
|
0.0000007
|
0.0000011
|
TRUE
|
|
2003
|
LFGM2
|
-0.9377324
|
0
|
-2.871215e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
0.0000000
|
0
|
5.030884e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGM3
|
0.9941226
|
0
|
1.788613e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTM
|
0.6807120
|
0
|
9.677985e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WDR
|
0.0000000
|
0
|
5.480440e+00
|
0.0000000
|
0.0000001
|
TRUE
|
|
2004
|
WAst
|
0.0000000
|
0
|
-3.354839e+00
|
0.0008006
|
0.0014869
|
TRUE
|
|
2004
|
WStl
|
0.0000000
|
0
|
-3.915907e+00
|
0.0000914
|
0.0001828
|
TRUE
|
|
2004
|
WBlk
|
0.0000000
|
0
|
-4.140443e+00
|
0.0000353
|
0.0000834
|
TRUE
|
|
2004
|
WPF
|
0.0000000
|
0
|
-7.219606e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM3
|
-0.9011833
|
0
|
-2.075212e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA3
|
0.0000000
|
0
|
-4.017777e+00
|
0.0000597
|
0.0001293
|
TRUE
|
|
2004
|
LFTM
|
-0.5845566
|
0
|
-1.070901e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LOR
|
0.0000000
|
0
|
6.031957e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LDR
|
0.0000000
|
0
|
-2.850140e+00
|
0.0043897
|
0.0071332
|
TRUE
|
|
2004
|
LAst
|
0.0000000
|
0
|
3.221356e+00
|
0.0012848
|
0.0022271
|
TRUE
|
|
2004
|
WFGM2
|
1.0233362
|
0
|
1.395443e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM2
|
-0.9377324
|
0
|
-2.046137e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
(Intercept)
|
0.0000000
|
0
|
1.695642e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGM3
|
0.9941226
|
0
|
1.755597e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTM
|
0.6807120
|
0
|
9.775806e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WTO
|
0.0000000
|
0
|
3.093288e+00
|
0.0019913
|
0.0047066
|
TRUE
|
|
2005
|
WStl
|
0.0000000
|
0
|
-4.856229e+00
|
0.0000012
|
0.0000036
|
TRUE
|
|
2005
|
WPF
|
0.0000000
|
0
|
-9.417962e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM3
|
-0.9011833
|
0
|
-2.120296e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFTM
|
-0.5845566
|
0
|
-1.084859e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LTO
|
0.0000000
|
0
|
-4.121156e+00
|
0.0000384
|
0.0000997
|
TRUE
|
|
2005
|
WFGM2
|
1.0233362
|
0
|
1.371287e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM2
|
-0.9377324
|
0
|
-2.066016e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
(Intercept)
|
0.0000000
|
0
|
3.733268e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGM3
|
0.9941226
|
0
|
2.142238e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTM
|
0.6807120
|
0
|
1.151479e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WDR
|
0.0000000
|
0
|
-4.303573e+00
|
0.0000171
|
0.0000405
|
TRUE
|
|
2006
|
WAst
|
0.0000000
|
0
|
3.093422e+00
|
0.0019902
|
0.0039803
|
TRUE
|
|
2006
|
WTO
|
0.0000000
|
0
|
4.613255e+00
|
0.0000041
|
0.0000118
|
TRUE
|
|
2006
|
LFGM3
|
-0.9011833
|
0
|
-2.573329e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTM
|
-0.5845566
|
0
|
-1.309339e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LDR
|
0.0000000
|
0
|
4.408534e+00
|
0.0000106
|
0.0000277
|
TRUE
|
|
2006
|
LAst
|
0.0000000
|
0
|
-3.489234e+00
|
0.0004888
|
0.0010591
|
TRUE
|
|
2006
|
LTO
|
0.0000000
|
0
|
-5.439354e+00
|
0.0000001
|
0.0000002
|
TRUE
|
|
2006
|
WFGM2
|
1.0233362
|
0
|
1.691823e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGM2
|
-0.9377324
|
0
|
-2.469503e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
(Intercept)
|
0.0000000
|
0
|
9.698455e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM3
|
0.9941226
|
0
|
4.839672e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTM
|
0.6807120
|
0
|
2.619762e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WDR
|
0.0000000
|
0
|
-3.831649e+00
|
0.0001288
|
0.0004187
|
TRUE
|
|
2007
|
LFGM3
|
-0.9011833
|
0
|
-5.933932e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTM
|
-0.5845566
|
0
|
-2.947506e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LTO
|
0.0000000
|
0
|
-2.692629e+00
|
0.0071127
|
0.0205477
|
TRUE
|
|
2007
|
WFGM2
|
1.0233362
|
0
|
3.765239e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGM2
|
-0.9377324
|
0
|
-5.608159e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0000000
|
0
|
4.851875e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM3
|
0.9941226
|
0
|
1.813747e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA3
|
0.0000000
|
0
|
-2.480487e+00
|
0.0131521
|
0.0263042
|
TRUE
|
|
2008
|
WFTM
|
0.6807120
|
0
|
9.794495e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WOR
|
0.0000000
|
0
|
4.446727e+00
|
0.0000089
|
0.0000231
|
TRUE
|
|
2008
|
WPF
|
0.0000000
|
0
|
1.013620e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGM3
|
-0.9011833
|
0
|
-2.147312e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTM
|
-0.5845566
|
0
|
-1.083079e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LDR
|
0.0000000
|
0
|
2.787909e+00
|
0.0053245
|
0.0115363
|
TRUE
|
|
2008
|
LAst
|
0.0000000
|
0
|
-7.990853e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LTO
|
0.0000000
|
0
|
-3.517957e+00
|
0.0004386
|
0.0010368
|
TRUE
|
|
2008
|
WFGM2
|
1.0233362
|
0
|
1.391606e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGM2
|
-0.9377324
|
0
|
-2.071837e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
(Intercept)
|
0.0000000
|
0
|
-3.231582e+00
|
0.0012387
|
0.0046009
|
TRUE
|
|
2009
|
WFGM3
|
0.9941226
|
0
|
1.282936e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTM
|
0.6807120
|
0
|
7.002202e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WAst
|
0.0000000
|
0
|
2.450452e+00
|
0.0143003
|
0.0464759
|
TRUE
|
|
2009
|
WStl
|
0.0000000
|
0
|
2.402513e+00
|
0.0163175
|
0.0471396
|
TRUE
|
|
2009
|
LFGM3
|
-0.9011833
|
0
|
-1.511204e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTM
|
-0.5845566
|
0
|
-7.739090e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM2
|
1.0233362
|
0
|
1.001923e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGM2
|
-0.9377324
|
0
|
-1.469174e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
(Intercept)
|
0.0000000
|
0
|
4.248253e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM3
|
0.9941226
|
0
|
2.875904e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTM
|
0.6807120
|
0
|
1.586762e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WDR
|
0.0000000
|
0
|
4.840465e+00
|
0.0000013
|
0.0000025
|
TRUE
|
|
2010
|
WAst
|
0.0000000
|
0
|
-8.860501e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WTO
|
0.0000000
|
0
|
-1.026293e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WStl
|
0.0000000
|
0
|
-6.689627e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WBlk
|
0.0000000
|
0
|
3.796645e+00
|
0.0001483
|
0.0002269
|
TRUE
|
|
2010
|
LFGM3
|
-0.9011833
|
0
|
-3.508596e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGA3
|
0.0000000
|
0
|
5.099295e+00
|
0.0000004
|
0.0000007
|
TRUE
|
|
2010
|
LFTM
|
-0.5845566
|
0
|
-1.809618e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LOR
|
0.0000000
|
0
|
-4.055428e+00
|
0.0000508
|
0.0000864
|
TRUE
|
|
2010
|
LDR
|
0.0000000
|
0
|
-2.173047e+00
|
0.0298214
|
0.0408083
|
TRUE
|
|
2010
|
LAst
|
0.0000000
|
0
|
-8.797754e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LTO
|
0.0000000
|
0
|
1.117715e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LBlk
|
0.0000000
|
0
|
2.302979e+00
|
0.0213190
|
0.0307942
|
TRUE
|
|
2010
|
WFGM2
|
1.0233362
|
0
|
2.232653e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA2
|
0.0000000
|
0
|
-4.044641e+00
|
0.0000532
|
0.0000864
|
TRUE
|
|
2010
|
LFGM2
|
-0.9377324
|
0
|
-3.375926e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
0.0000000
|
0
|
-6.858006e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM3
|
0.9941226
|
0
|
2.277280e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA3
|
0.0000000
|
0
|
-7.525647e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTM
|
0.6807120
|
0
|
1.268294e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTA
|
0.0000000
|
0
|
-7.289796e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WOR
|
0.0000000
|
0
|
8.246335e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WDR
|
0.0000000
|
0
|
1.070493e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WAst
|
0.0000000
|
0
|
7.159843e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WTO
|
0.0000000
|
0
|
-9.188857e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WBlk
|
0.0000000
|
0
|
4.656899e+00
|
0.0000033
|
0.0000045
|
TRUE
|
|
2011
|
LFGM3
|
-0.9011833
|
0
|
-2.699167e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA3
|
0.0000000
|
0
|
2.637839e+00
|
0.0083684
|
0.0108789
|
TRUE
|
|
2011
|
LFTM
|
-0.5845566
|
0
|
-1.405405e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LOR
|
0.0000000
|
0
|
-6.069353e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LAst
|
0.0000000
|
0
|
-5.647218e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LTO
|
0.0000000
|
0
|
1.620944e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LBlk
|
0.0000000
|
0
|
-5.163452e+00
|
0.0000003
|
0.0000004
|
TRUE
|
|
2011
|
WFGM2
|
1.0233362
|
0
|
1.791850e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA2
|
0.0000000
|
0
|
-5.676150e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM2
|
-0.9377324
|
0
|
-2.599573e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
(Intercept)
|
0.0000000
|
0
|
-5.551594e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGM3
|
0.9941226
|
0
|
1.665713e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTM
|
0.6807120
|
0
|
9.219511e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WDR
|
0.0000000
|
0
|
2.478178e+00
|
0.0132369
|
0.0312871
|
TRUE
|
|
2012
|
WTO
|
0.0000000
|
0
|
-2.294605e+00
|
0.0217952
|
0.0472230
|
TRUE
|
|
2012
|
WPF
|
0.0000000
|
0
|
4.069705e+00
|
0.0000478
|
0.0001380
|
TRUE
|
|
2012
|
LFGM3
|
-0.9011833
|
0
|
-1.990286e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTM
|
-0.5845566
|
0
|
-1.009848e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LAst
|
0.0000000
|
0
|
-5.627477e+00
|
0.0000000
|
0.0000001
|
TRUE
|
|
2012
|
LTO
|
0.0000000
|
0
|
3.793791e+00
|
0.0001500
|
0.0003901
|
TRUE
|
|
2012
|
WFGM2
|
1.0233362
|
0
|
1.320759e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGM2
|
-0.9377324
|
0
|
-1.889272e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
(Intercept)
|
0.0000000
|
0
|
2.176224e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGM3
|
0.9941226
|
0
|
6.894717e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTM
|
0.6807120
|
0
|
3.820879e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM3
|
-0.9011833
|
0
|
-8.148508e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTM
|
-0.5845566
|
0
|
-4.180271e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LOR
|
0.0000000
|
0
|
2.530624e+00
|
0.0114147
|
0.0370979
|
TRUE
|
|
2013
|
WFGM2
|
1.0233362
|
0
|
5.382571e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM2
|
-0.9377324
|
0
|
-7.822980e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
(Intercept)
|
0.0000000
|
0
|
1.631254e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
0.9941226
|
0
|
9.348633e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTM
|
0.6807120
|
0
|
5.085121e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTA
|
0.0000000
|
0
|
2.183839e+00
|
0.0290175
|
0.0472446
|
TRUE
|
|
2014
|
WDR
|
0.0000000
|
0
|
4.112716e+00
|
0.0000397
|
0.0001032
|
TRUE
|
|
2014
|
WTO
|
0.0000000
|
0
|
-2.195099e+00
|
0.0281994
|
0.0472446
|
TRUE
|
|
2014
|
WStl
|
0.0000000
|
0
|
2.170274e+00
|
0.0300300
|
0.0472446
|
TRUE
|
|
2014
|
WPF
|
0.0000000
|
0
|
-2.851963e+00
|
0.0043617
|
0.0094504
|
TRUE
|
|
2014
|
LFGM3
|
-0.9011833
|
0
|
-1.082101e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA3
|
0.0000000
|
0
|
-2.886868e+00
|
0.0039066
|
0.0092338
|
TRUE
|
|
2014
|
LFTM
|
-0.5845566
|
0
|
-5.797202e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LOR
|
0.0000000
|
0
|
4.428319e+00
|
0.0000097
|
0.0000280
|
TRUE
|
|
2014
|
LDR
|
0.0000000
|
0
|
-4.565153e+00
|
0.0000051
|
0.0000166
|
TRUE
|
|
2014
|
LTO
|
0.0000000
|
0
|
2.159050e+00
|
0.0308907
|
0.0472446
|
TRUE
|
|
2014
|
WFGM2
|
1.0233362
|
0
|
7.260653e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA2
|
0.0000000
|
0
|
2.274190e+00
|
0.0229941
|
0.0459882
|
TRUE
|
|
2014
|
LFGM2
|
-0.9377324
|
0
|
-1.061900e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
0.0000000
|
0
|
5.183245e+00
|
0.0000002
|
0.0000007
|
TRUE
|
|
2015
|
WFGM3
|
0.9941226
|
0
|
9.493936e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA3
|
0.0000000
|
0
|
3.794561e+00
|
0.0001495
|
0.0003943
|
TRUE
|
|
2015
|
WFTM
|
0.6807120
|
0
|
5.080871e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WOR
|
0.0000000
|
0
|
-2.499296e+00
|
0.0124739
|
0.0249478
|
TRUE
|
|
2015
|
WDR
|
0.0000000
|
0
|
-3.791067e+00
|
0.0001517
|
0.0003943
|
TRUE
|
|
2015
|
WAst
|
0.0000000
|
0
|
-7.357435e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WStl
|
0.0000000
|
0
|
-3.207360e+00
|
0.0013475
|
0.0029196
|
TRUE
|
|
2015
|
LFGM3
|
-0.9011833
|
0
|
-1.143955e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTM
|
-0.5845566
|
0
|
-5.748290e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LDR
|
0.0000000
|
0
|
-2.417042e+00
|
0.0156806
|
0.0291211
|
TRUE
|
|
2015
|
LAst
|
0.0000000
|
0
|
3.621676e+00
|
0.0002954
|
0.0006983
|
TRUE
|
|
2015
|
WFGM2
|
1.0233362
|
0
|
7.347658e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA2
|
0.0000000
|
0
|
2.369302e+00
|
0.0178571
|
0.0309524
|
TRUE
|
|
2015
|
LFGM2
|
-0.9377324
|
0
|
-1.088481e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
(Intercept)
|
0.0000000
|
0
|
1.817297e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM3
|
0.9941226
|
0
|
3.797943e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA3
|
0.0000000
|
0
|
-9.252659e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTM
|
0.6807120
|
0
|
2.042154e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTA
|
0.0000000
|
0
|
-8.020571e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WOR
|
0.0000000
|
0
|
5.896407e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WDR
|
0.0000000
|
0
|
1.419271e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WAst
|
0.0000000
|
0
|
-9.656550e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WTO
|
0.0000000
|
0
|
-1.525825e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WStl
|
0.0000000
|
0
|
-3.267358e+00
|
0.0010924
|
0.0014949
|
TRUE
|
|
2016
|
WBlk
|
0.0000000
|
0
|
4.094373e+00
|
0.0000430
|
0.0000657
|
TRUE
|
|
2016
|
WPF
|
0.0000000
|
0
|
3.232404e+00
|
0.0012350
|
0.0016055
|
TRUE
|
|
2016
|
LFGM3
|
-0.9011833
|
0
|
-4.634297e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTM
|
-0.5845566
|
0
|
-2.297255e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LDR
|
0.0000000
|
0
|
3.364507e+00
|
0.0007722
|
0.0011154
|
TRUE
|
|
2016
|
LAst
|
0.0000000
|
0
|
-4.648044e+00
|
0.0000034
|
0.0000056
|
TRUE
|
|
2016
|
LTO
|
0.0000000
|
0
|
1.562757e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM2
|
1.0233362
|
0
|
2.997955e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA2
|
0.0000000
|
0
|
-6.183908e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM2
|
-0.9377324
|
0
|
-4.382558e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
(Intercept)
|
0.0000000
|
0
|
2.039967e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGM3
|
0.9941226
|
0
|
9.188162e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTM
|
0.6807120
|
0
|
4.758040e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTA
|
0.0000000
|
0
|
-2.643519e+00
|
0.0082288
|
0.0164575
|
TRUE
|
|
2017
|
WOR
|
0.0000000
|
0
|
2.223997e+00
|
0.0261901
|
0.0453962
|
TRUE
|
|
2017
|
WDR
|
0.0000000
|
0
|
2.596286e+00
|
0.0094494
|
0.0175490
|
TRUE
|
|
2017
|
WTO
|
0.0000000
|
0
|
-3.272260e+00
|
0.0010737
|
0.0027915
|
TRUE
|
|
2017
|
WStl
|
0.0000000
|
0
|
-2.811214e+00
|
0.0049534
|
0.0107324
|
TRUE
|
|
2017
|
WPF
|
0.0000000
|
0
|
5.763081e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM3
|
-0.9011833
|
0
|
-1.071157e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFTM
|
-0.5845566
|
0
|
-5.286929e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LAst
|
0.0000000
|
0
|
-3.668636e+00
|
0.0002462
|
0.0007113
|
TRUE
|
|
2017
|
LTO
|
0.0000000
|
0
|
3.154739e+00
|
0.0016153
|
0.0038180
|
TRUE
|
|
2017
|
WFGM2
|
1.0233362
|
0
|
7.021898e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM2
|
-0.9377324
|
0
|
-1.012506e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
(Intercept)
|
0.0000000
|
0
|
-4.447895e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM3
|
0.9941226
|
0
|
2.092325e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTM
|
0.6807120
|
0
|
1.046807e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WDR
|
0.0000000
|
0
|
-5.239226e+00
|
0.0000002
|
0.0000004
|
TRUE
|
|
2018
|
WAst
|
0.0000000
|
0
|
2.342020e+01
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WTO
|
0.0000000
|
0
|
5.321392e+00
|
0.0000001
|
0.0000003
|
TRUE
|
|
2018
|
WStl
|
0.0000000
|
0
|
3.199487e+00
|
0.0013847
|
0.0025716
|
TRUE
|
|
2018
|
WBlk
|
0.0000000
|
0
|
-2.329288e+00
|
0.0198807
|
0.0323061
|
TRUE
|
|
2018
|
WPF
|
0.0000000
|
0
|
5.146851e+00
|
0.0000003
|
0.0000005
|
TRUE
|
|
2018
|
LFGM3
|
-0.9011833
|
0
|
-2.472390e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTM
|
-0.5845566
|
0
|
-1.186563e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LAst
|
0.0000000
|
0
|
-9.907716e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LTO
|
0.0000000
|
0
|
-6.792895e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM2
|
1.0233362
|
0
|
1.586372e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA2
|
0.0000000
|
0
|
2.516776e+00
|
0.0118723
|
0.0205786
|
TRUE
|
|
2018
|
LFGM2
|
-0.9377324
|
0
|
-2.286811e+15
|
0.0000000
|
0.0000000
|
TRUE
|
Second-Level Analysis
colnames(df_level1_tidy)[2] <- "term_level1"
df_level2_tidy <- df_level1_tidy %>%
group_by(term_level1) %>%
do(level2 = lm(estimate ~ Season, .)) %>%
tidy(level2) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05") %>%
tidy_lm_add_r_squared(., n = nrow(df_level1_tidy))
df_level2_tidy %>% nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
(Intercept)
|
(Intercept)
|
0.0000000
|
0
|
7.968221e-01
|
0.4388592
|
0.4410815
|
FALSE
|
0.0015313
|
-0.0008805
|
|
(Intercept)
|
Season
|
0.0000000
|
0
|
-7.928740e-01
|
0.4410815
|
0.4410815
|
FALSE
|
0.0015162
|
-0.0008956
|
|
LAst
|
(Intercept)
|
0.0000000
|
0
|
1.143745e+00
|
0.2719097
|
0.2719097
|
FALSE
|
0.0031498
|
0.0007420
|
|
LAst
|
Season
|
0.0000000
|
0
|
-1.148356e+00
|
0.2700654
|
0.2719097
|
FALSE
|
0.0031752
|
0.0007674
|
|
LBlk
|
(Intercept)
|
0.0000000
|
0
|
1.209887e-01
|
0.9054193
|
0.9073587
|
FALSE
|
0.0000354
|
-0.0023800
|
|
LBlk
|
Season
|
0.0000000
|
0
|
-1.184952e-01
|
0.9073587
|
0.9073587
|
FALSE
|
0.0000339
|
-0.0023815
|
|
LDR
|
(Intercept)
|
0.0000000
|
0
|
2.125278e+00
|
0.0518465
|
0.0518465
|
FALSE
|
0.0107924
|
0.0084030
|
|
LDR
|
Season
|
0.0000000
|
0
|
-2.125574e+00
|
0.0518180
|
0.0518465
|
FALSE
|
0.0107954
|
0.0084060
|
|
LFGA3
|
(Intercept)
|
0.0000000
|
0
|
-5.102780e-01
|
0.6178069
|
0.6178069
|
FALSE
|
0.0006286
|
-0.0017854
|
|
LFGA3
|
Season
|
0.0000000
|
0
|
5.102893e-01
|
0.6177992
|
0.6178069
|
FALSE
|
0.0006286
|
-0.0017854
|
|
LFGM2
|
(Intercept)
|
-0.9377324
|
0
|
-3.277327e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFGM2
|
Season
|
0.0000000
|
0
|
1.197700e+00
|
0.2509191
|
0.2509191
|
FALSE
|
0.0034530
|
0.0010459
|
|
LFGM3
|
(Intercept)
|
-0.9011833
|
0
|
-1.959799e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFGM3
|
Season
|
0.0000000
|
0
|
1.490511e+00
|
0.1582733
|
0.1582733
|
FALSE
|
0.0053376
|
0.0029350
|
|
LFTA
|
(Intercept)
|
0.0000000
|
0
|
2.245365e+00
|
0.0414142
|
0.0414142
|
TRUE
|
0.0120314
|
0.0096450
|
|
LFTA
|
Season
|
0.0000000
|
0
|
-2.248428e+00
|
0.0411758
|
0.0414142
|
TRUE
|
0.0120639
|
0.0096775
|
|
LFTM
|
(Intercept)
|
-0.5845566
|
0
|
-2.747063e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFTM
|
Season
|
0.0000000
|
0
|
-3.979864e-01
|
0.6966429
|
0.6966429
|
FALSE
|
0.0003824
|
-0.0020321
|
|
LOR
|
(Intercept)
|
0.0000000
|
0
|
-2.908934e-01
|
0.7753978
|
0.7753978
|
FALSE
|
0.0002044
|
-0.0022106
|
|
LOR
|
Season
|
0.0000000
|
0
|
2.928978e-01
|
0.7738967
|
0.7753978
|
FALSE
|
0.0002072
|
-0.0022078
|
|
LPF
|
(Intercept)
|
0.0000000
|
0
|
-9.866701e-01
|
0.3405507
|
0.3405507
|
FALSE
|
0.0023460
|
-0.0000638
|
|
LPF
|
Season
|
0.0000000
|
0
|
9.875831e-01
|
0.3401187
|
0.3405507
|
FALSE
|
0.0023503
|
-0.0000595
|
|
LStl
|
(Intercept)
|
0.0000000
|
0
|
1.383055e+00
|
0.1883093
|
0.1888568
|
FALSE
|
0.0045991
|
0.0021948
|
|
LStl
|
Season
|
0.0000000
|
0
|
-1.381232e+00
|
0.1888568
|
0.1888568
|
FALSE
|
0.0045871
|
0.0021827
|
|
LTO
|
(Intercept)
|
0.0000000
|
0
|
-1.988316e+00
|
0.0666922
|
0.0666922
|
FALSE
|
0.0094589
|
0.0070663
|
|
LTO
|
Season
|
0.0000000
|
0
|
1.989506e+00
|
0.0665479
|
0.0666922
|
FALSE
|
0.0094702
|
0.0070776
|
|
WAst
|
(Intercept)
|
0.0000000
|
0
|
-6.292647e-01
|
0.5393091
|
0.5393091
|
FALSE
|
0.0009555
|
-0.0014576
|
|
WAst
|
Season
|
0.0000000
|
0
|
6.298563e-01
|
0.5389330
|
0.5393091
|
FALSE
|
0.0009573
|
-0.0014558
|
|
WBlk
|
(Intercept)
|
0.0000000
|
0
|
-5.110123e-01
|
0.6173058
|
0.6173058
|
FALSE
|
0.0006304
|
-0.0017836
|
|
WBlk
|
Season
|
0.0000000
|
0
|
5.117719e-01
|
0.6167875
|
0.6173058
|
FALSE
|
0.0006322
|
-0.0017817
|
|
WDR
|
(Intercept)
|
0.0000000
|
0
|
-9.952642e-01
|
0.3364995
|
0.3364995
|
FALSE
|
0.0023869
|
-0.0000228
|
|
WDR
|
Season
|
0.0000000
|
0
|
9.960055e-01
|
0.3361517
|
0.3364995
|
FALSE
|
0.0023905
|
-0.0000192
|
|
WFGA2
|
(Intercept)
|
0.0000000
|
0
|
-1.979207e-01
|
0.8459522
|
0.8459522
|
FALSE
|
0.0000946
|
-0.0023206
|
|
WFGA2
|
Season
|
0.0000000
|
0
|
1.983739e-01
|
0.8456043
|
0.8459522
|
FALSE
|
0.0000950
|
-0.0023202
|
|
WFGA3
|
(Intercept)
|
0.0000000
|
0
|
-7.805610e-02
|
0.9388881
|
0.9388881
|
FALSE
|
0.0000147
|
-0.0024007
|
|
WFGA3
|
Season
|
0.0000000
|
0
|
7.808620e-02
|
0.9388646
|
0.9388881
|
FALSE
|
0.0000147
|
-0.0024007
|
|
WFGM2
|
(Intercept)
|
1.0233362
|
0
|
3.097638e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM2
|
Season
|
0.0000000
|
0
|
-1.434782e+00
|
0.1733101
|
0.1733101
|
FALSE
|
0.0049479
|
0.0025444
|
|
WFGM3
|
(Intercept)
|
0.9941226
|
0
|
4.267277e+11
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM3
|
Season
|
0.0000000
|
0
|
5.526180e-01
|
0.5892400
|
0.5892400
|
FALSE
|
0.0007371
|
-0.0016766
|
|
WFTA
|
(Intercept)
|
0.0000000
|
0
|
4.671323e-01
|
0.6475924
|
0.6475924
|
FALSE
|
0.0005268
|
-0.0018874
|
|
WFTA
|
Season
|
0.0000000
|
0
|
-4.682725e-01
|
0.6467968
|
0.6475924
|
FALSE
|
0.0005294
|
-0.0018848
|
|
WFTM
|
(Intercept)
|
0.6807120
|
0
|
2.528921e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFTM
|
Season
|
0.0000000
|
0
|
-1.058518e+00
|
0.3077421
|
0.3077421
|
FALSE
|
0.0026991
|
0.0002902
|
|
WOR
|
(Intercept)
|
0.0000000
|
0
|
2.095917e-01
|
0.8370057
|
0.8377501
|
FALSE
|
0.0001061
|
-0.0023091
|
|
WOR
|
Season
|
0.0000000
|
0
|
-2.086194e-01
|
0.8377501
|
0.8377501
|
FALSE
|
0.0001051
|
-0.0023101
|
|
WPF
|
(Intercept)
|
0.0000000
|
0
|
-2.583495e+00
|
0.0216617
|
0.0216782
|
TRUE
|
0.0158661
|
0.0134889
|
|
WPF
|
Season
|
0.0000000
|
0
|
2.583104e+00
|
0.0216782
|
0.0216782
|
TRUE
|
0.0158613
|
0.0134842
|
|
WStl
|
(Intercept)
|
0.0000000
|
0
|
8.076953e-01
|
0.4327758
|
0.4327758
|
FALSE
|
0.0015733
|
-0.0008384
|
|
WStl
|
Season
|
0.0000000
|
0
|
-8.093691e-01
|
0.4318442
|
0.4327758
|
FALSE
|
0.0015798
|
-0.0008318
|
|
WTO
|
(Intercept)
|
0.0000000
|
0
|
1.820928e+00
|
0.0900540
|
0.0900540
|
FALSE
|
0.0079455
|
0.0055492
|
|
WTO
|
Season
|
0.0000000
|
0
|
-1.822746e+00
|
0.0897650
|
0.0900540
|
FALSE
|
0.0079612
|
0.0055650
|
Significant Only
df_level2_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
LFGM2
|
(Intercept)
|
-0.9377324
|
0
|
-3.277327e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFGM3
|
(Intercept)
|
-0.9011833
|
0
|
-1.959799e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFTA
|
(Intercept)
|
0.0000000
|
0
|
2.245365e+00
|
0.0414142
|
0.0414142
|
TRUE
|
0.0120314
|
0.0096450
|
|
LFTA
|
Season
|
0.0000000
|
0
|
-2.248428e+00
|
0.0411758
|
0.0414142
|
TRUE
|
0.0120639
|
0.0096775
|
|
LFTM
|
(Intercept)
|
-0.5845566
|
0
|
-2.747063e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM2
|
(Intercept)
|
1.0233362
|
0
|
3.097638e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM3
|
(Intercept)
|
0.9941226
|
0
|
4.267277e+11
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFTM
|
(Intercept)
|
0.6807120
|
0
|
2.528921e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WPF
|
(Intercept)
|
0.0000000
|
0
|
-2.583495e+00
|
0.0216617
|
0.0216782
|
TRUE
|
0.0158661
|
0.0134889
|
|
WPF
|
Season
|
0.0000000
|
0
|
2.583104e+00
|
0.0216782
|
0.0216782
|
TRUE
|
0.0158613
|
0.0134842
|
NCAA Tourney
df_ncaa_tourney <- read_csv("data/NCAATourneyDetailedResults.csv")
## Parsed with column specification:
## cols(
## .default = col_double(),
## WLoc = col_character()
## )
## See spec(...) for full column specifications.
df_ncaa_tourney <- df_ncaa_tourney %>%
rowwise() %>%
mutate(WFGM2 = WFGM-WFGM3,
WFGA2 = WFGA-WFGA3,
LFGM2 = LFGM-LFGM3,
LFGA2 = LFGM-LFGA3,
diff_score = WScore-LScore,
team_id_pair = paste0(sort(c(WTeamID, LTeamID)), collapse = "_")) %>%
select(-DayNum, -WTeamID, -WScore, -LTeamID, -LScore, -WLoc, -NumOT, -WFGM, -WFGA, -LFGM, -LFGA) %>%
ungroup()
df_ncaa_tourney[2:28] <- apply(df_ncaa_tourney[2:28], 2, scale)
Summary
summary(df_ncaa_tourney) %>%
nice_tables() %>%
scroll_box(width = "100%")
|
|
Season </th>
|
WFGM3 </th>
|
WFGA3 </th>
|
WFTM </th>
|
WFTA </th>
|
WOR </th>
|
WDR </th>
|
WAst </th>
|
WTO </th>
|
WStl </th>
|
WBlk </th>
|
WPF </th>
|
LFGM3 </th>
|
LFGA3 </th>
|
LFTM </th>
|
LFTA </th>
|
LOR </th>
|
LDR </th>
|
LAst </th>
|
LTO </th>
|
LStl </th>
|
LBlk </th>
|
LPF </th>
|
WFGM2 </th>
|
WFGA2 </th>
|
LFGM2 </th>
|
LFGA2 </th>
|
diff_score
|
team_id_pair
|
|
|
Min. :2003
|
Min. :-2.38415
|
Min. :-2.53081
|
Min. :-2.6298
|
Min. :-2.7169
|
Min. :-2.6738
|
Min. :-2.58573
|
Min. :-2.59055
|
Min. :-2.5324
|
Min. :-2.1605
|
Min. :-1.54080
|
Min. :-2.9453
|
Min. :-2.2388
|
Min. :-2.63235
|
Min. :-2.2732
|
Min. :-2.2285
|
Min. :-2.42295
|
Min. :-2.98435
|
Min. :-2.5815
|
Min. :-2.36350
|
Min. :-2.15025
|
Min. :-1.43327
|
Min. :-2.88586
|
Min. :-2.71344
|
Min. :-2.88929
|
Min. :-3.26820
|
Min. :-3.55406
|
Min. :-1.2104
|
Length:1048
|
|
|
1st Qu.:2007
|
1st Qu.:-0.64950
|
1st Qu.:-0.71006
|
1st Qu.:-0.6387
|
1st Qu.:-0.6607
|
1st Qu.:-0.6719
|
1st Qu.:-0.78370
|
1st Qu.:-0.74400
|
1st Qu.:-0.6949
|
1st Qu.:-0.8186
|
1st Qu.:-0.76167
|
1st Qu.:-0.6347
|
1st Qu.:-0.7813
|
1st Qu.:-0.71598
|
1st Qu.:-0.7247
|
1st Qu.:-0.7243
|
1st Qu.:-0.75834
|
1st Qu.:-0.74218
|
1st Qu.:-0.6637
|
1st Qu.:-0.82915
|
1st Qu.:-0.66527
|
1st Qu.:-0.93787
|
1st Qu.:-0.73871
|
1st Qu.:-0.68006
|
1st Qu.:-0.68108
|
1st Qu.:-0.66016
|
1st Qu.:-0.71901
|
1st Qu.:-0.8616
|
Class :character
|
|
|
Median :2011
|
Median : 0.04436
|
Median : 0.01824
|
Median :-0.1409
|
Median :-0.1059
|
Median :-0.1714
|
Median : 0.01719
|
Median :-0.05154
|
Median :-0.1698
|
Median :-0.1476
|
Median : 0.01747
|
Median :-0.1213
|
Median :-0.0525
|
Median :-0.01912
|
Median :-0.1441
|
Median :-0.1226
|
Median :-0.04493
|
Median :-0.06953
|
Median :-0.1158
|
Median :-0.06198
|
Median : 0.07723
|
Median : 0.05294
|
Median :-0.02299
|
Median :-0.07004
|
Median :-0.03161
|
Median : 0.05113
|
Median : 0.02705
|
Median :-0.1639
|
Mode :character
|
|
|
Mean :2011
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
NA
|
|
|
3rd Qu.:2015
|
3rd Qu.: 0.73822
|
3rd Qu.: 0.56447
|
3rd Qu.: 0.6887
|
3rd Qu.: 0.5469
|
3rd Qu.: 0.5793
|
3rd Qu.: 0.61787
|
3rd Qu.: 0.64092
|
3rd Qu.: 0.6177
|
3rd Qu.: 0.5234
|
3rd Qu.: 0.40704
|
3rd Qu.: 0.6489
|
3rd Qu.: 0.6763
|
3rd Qu.: 0.67775
|
3rd Qu.: 0.6302
|
3rd Qu.: 0.6295
|
3rd Qu.: 0.66848
|
3rd Qu.: 0.60312
|
3rd Qu.: 0.7061
|
3rd Qu.: 0.70519
|
3rd Qu.: 0.44847
|
3rd Qu.: 0.54835
|
3rd Qu.: 0.69273
|
3rd Qu.: 0.74331
|
3rd Qu.: 0.61787
|
3rd Qu.: 0.76241
|
3rd Qu.: 0.62390
|
3rd Qu.: 0.5338
|
NA
|
|
|
Max. :2018
|
Max. : 3.86059
|
Max. : 4.20597
|
Max. : 3.6754
|
Max. : 3.4189
|
Max. : 3.8324
|
Max. : 3.42102
|
Max. : 3.41076
|
Max. : 4.2928
|
Max. : 4.5493
|
Max. : 4.30272
|
Max. : 3.4730
|
Max. : 4.3202
|
Max. : 3.81362
|
Max. : 3.7272
|
Max. : 3.3371
|
Max. : 4.23552
|
Max. : 4.63902
|
Max. : 3.1717
|
Max. : 3.77388
|
Max. : 4.90343
|
Max. : 5.00701
|
Max. : 3.31702
|
Max. : 3.59004
|
Max. : 4.25493
|
Max. : 3.60755
|
Max. : 2.71288
|
Max. : 5.1851
|
NA
|
Correlation Matrix
df_ncaa_tourney %>%
select(-team_id_pair) %>%
cor() %>%
reshape2::melt(., id = "Season") %>%
ggplot(., aes(Var1, Var2, fill = value)) +
geom_raster() +
theme_minimal() +
theme(axis.text.x = element_text(hjust = 1, angle = 45)) +
labs(x = "Metric",
y = "Metric",
fill = "Correlation") +
scale_fill_distiller(palette = "RdBu", limits = c(-1, 1))

First-Level Analysis
df_level1_tidy <- df_ncaa_tourney %>%
select(-team_id_pair) %>%
group_by(Season) %>%
do(level1 = lm(diff_score ~ ., data = .)) %>%
tidy(level1) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05")
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
df_level1_tidy %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0000000
|
0
|
-3.980646e+00
|
0.0002991
|
0.0011108
|
TRUE
|
|
2003
|
WFGM3
|
1.0055148
|
0
|
2.458739e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA3
|
0.0000000
|
0
|
0.000000e+00
|
1.0000000
|
1.0000000
|
FALSE
|
|
2003
|
WFTM
|
0.7007912
|
0
|
1.171781e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTA
|
0.0000000
|
0
|
-1.933454e+00
|
0.0606556
|
0.1752272
|
FALSE
|
|
2003
|
WOR
|
0.0000000
|
0
|
-5.654137e-01
|
0.5751159
|
0.8246700
|
FALSE
|
|
2003
|
WDR
|
0.0000000
|
0
|
-3.483288e-01
|
0.7295157
|
0.8246700
|
FALSE
|
|
2003
|
WAst
|
0.0000000
|
0
|
1.687197e+00
|
0.0997589
|
0.2593731
|
FALSE
|
|
2003
|
WTO
|
0.0000000
|
0
|
7.131522e-01
|
0.4801085
|
0.7604997
|
FALSE
|
|
2003
|
WStl
|
0.0000000
|
0
|
1.439632e+00
|
0.1581593
|
0.3738311
|
FALSE
|
|
2003
|
WBlk
|
0.0000000
|
0
|
-3.061000e-02
|
0.9757407
|
1.0000000
|
FALSE
|
|
2003
|
WPF
|
0.0000000
|
0
|
-6.854031e-01
|
0.4972498
|
0.7604997
|
FALSE
|
|
2003
|
LFGM3
|
-0.9573366
|
0
|
-2.429037e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA3
|
0.0000000
|
0
|
-3.803710e-01
|
0.7057880
|
0.8246700
|
FALSE
|
|
2003
|
LFTM
|
-0.6007469
|
0
|
-1.256975e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTA
|
0.0000000
|
0
|
8.028263e-01
|
0.4270681
|
0.7402514
|
FALSE
|
|
2003
|
LOR
|
0.0000000
|
0
|
-1.255858e-01
|
0.9007219
|
0.9757820
|
FALSE
|
|
2003
|
LDR
|
0.0000000
|
0
|
5.034149e-01
|
0.6175785
|
0.8246700
|
FALSE
|
|
2003
|
LAst
|
0.0000000
|
0
|
8.550726e-01
|
0.3978702
|
0.7389018
|
FALSE
|
|
2003
|
LTO
|
0.0000000
|
0
|
-1.030021e+00
|
0.3095119
|
0.6190239
|
FALSE
|
|
2003
|
LStl
|
0.0000000
|
0
|
-1.222213e+00
|
0.2291544
|
0.4965013
|
FALSE
|
|
2003
|
LBlk
|
0.0000000
|
0
|
-4.069246e-01
|
0.6863464
|
0.8246700
|
FALSE
|
|
2003
|
LPF
|
0.0000000
|
0
|
2.427102e+00
|
0.0200698
|
0.0652269
|
FALSE
|
|
2003
|
WFGM2
|
1.1437219
|
0
|
1.998138e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA2
|
0.0000000
|
0
|
-4.485303e-01
|
0.6563178
|
0.8246700
|
FALSE
|
|
2003
|
LFGM2
|
-0.9808827
|
0
|
-2.269682e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
0.0000000
|
0
|
-4.892456e+00
|
0.0000186
|
0.0000690
|
TRUE
|
|
2004
|
WFGM3
|
1.0055148
|
0
|
3.276141e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA3
|
0.0000000
|
0
|
-5.311299e-01
|
0.5984198
|
0.7072234
|
FALSE
|
|
2004
|
WFTM
|
0.7007912
|
0
|
1.878275e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTA
|
0.0000000
|
0
|
-1.289295e+00
|
0.2050885
|
0.3808787
|
FALSE
|
|
2004
|
WOR
|
0.0000000
|
0
|
-4.405511e-01
|
0.6620341
|
0.7483863
|
FALSE
|
|
2004
|
WDR
|
0.0000000
|
0
|
-7.069430e-01
|
0.4839147
|
0.6621991
|
FALSE
|
|
2004
|
WAst
|
0.0000000
|
0
|
2.252052e+00
|
0.0301783
|
0.0784636
|
FALSE
|
|
2004
|
WTO
|
0.0000000
|
0
|
-1.465048e-01
|
0.8842974
|
0.9196693
|
FALSE
|
|
2004
|
WStl
|
0.0000000
|
0
|
-9.017534e-01
|
0.3728682
|
0.5398301
|
FALSE
|
|
2004
|
WBlk
|
0.0000000
|
0
|
-2.527856e-01
|
0.8017963
|
0.8686127
|
FALSE
|
|
2004
|
WPF
|
0.0000000
|
0
|
2.628223e+00
|
0.0123149
|
0.0355763
|
TRUE
|
|
2004
|
LFGM3
|
-0.9573366
|
0
|
-4.207307e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA3
|
0.0000000
|
0
|
2.679750e+00
|
0.0108314
|
0.0352021
|
TRUE
|
|
2004
|
LFTM
|
-0.6007469
|
0
|
-1.507358e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFTA
|
0.0000000
|
0
|
9.001144e-01
|
0.3737285
|
0.5398301
|
FALSE
|
|
2004
|
LOR
|
0.0000000
|
0
|
-5.521170e-01
|
0.5841011
|
0.7072234
|
FALSE
|
|
2004
|
LDR
|
0.0000000
|
0
|
1.469994e+00
|
0.1497952
|
0.3245562
|
FALSE
|
|
2004
|
LAst
|
0.0000000
|
0
|
9.200049e-01
|
0.3633739
|
0.5398301
|
FALSE
|
|
2004
|
LTO
|
0.0000000
|
0
|
-6.307323e-01
|
0.5319909
|
0.6915882
|
FALSE
|
|
2004
|
LStl
|
0.0000000
|
0
|
1.368529e+00
|
0.1791836
|
0.3583672
|
FALSE
|
|
2004
|
LBlk
|
0.0000000
|
0
|
-1.960266e+00
|
0.0573271
|
0.1355003
|
FALSE
|
|
2004
|
LPF
|
0.0000000
|
0
|
1.153108e+00
|
0.2560680
|
0.4438513
|
FALSE
|
|
2004
|
WFGM2
|
1.1437219
|
0
|
2.557505e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA2
|
0.0000000
|
0
|
-7.774190e-02
|
0.9384413
|
0.9384413
|
FALSE
|
|
2004
|
LFGM2
|
-0.9808827
|
0
|
-4.124071e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
(Intercept)
|
0.0000000
|
0
|
-1.354921e+00
|
0.1834434
|
0.4769529
|
FALSE
|
|
2005
|
WFGM3
|
1.0055148
|
0
|
2.607294e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA3
|
0.0000000
|
0
|
-3.987167e-01
|
0.6923337
|
0.7826381
|
FALSE
|
|
2005
|
WFTM
|
0.7007912
|
0
|
1.554040e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTA
|
0.0000000
|
0
|
-4.142933e-01
|
0.6809887
|
0.7826381
|
FALSE
|
|
2005
|
WOR
|
0.0000000
|
0
|
8.727533e-01
|
0.3882792
|
0.5047630
|
FALSE
|
|
2005
|
WDR
|
0.0000000
|
0
|
-1.293064e+00
|
0.2037953
|
0.4816980
|
FALSE
|
|
2005
|
WAst
|
0.0000000
|
0
|
-1.070098e+00
|
0.2913255
|
0.5047630
|
FALSE
|
|
2005
|
WTO
|
0.0000000
|
0
|
1.509528e+00
|
0.1394349
|
0.4028118
|
FALSE
|
|
2005
|
WStl
|
0.0000000
|
0
|
-9.676744e-01
|
0.3393258
|
0.5047630
|
FALSE
|
|
2005
|
WBlk
|
0.0000000
|
0
|
-8.915785e-01
|
0.3782299
|
0.5047630
|
FALSE
|
|
2005
|
WPF
|
0.0000000
|
0
|
1.463170e-01
|
0.8844446
|
0.8844446
|
FALSE
|
|
2005
|
LFGM3
|
-0.9573366
|
0
|
-3.363804e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA3
|
0.0000000
|
0
|
-8.902902e-01
|
0.3789122
|
0.5047630
|
FALSE
|
|
2005
|
LFTM
|
-0.6007469
|
0
|
-1.685573e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFTA
|
0.0000000
|
0
|
-1.040946e+00
|
0.3044785
|
0.5047630
|
FALSE
|
|
2005
|
LOR
|
0.0000000
|
0
|
-1.614532e-01
|
0.8725919
|
0.8844446
|
FALSE
|
|
2005
|
LDR
|
0.0000000
|
0
|
1.132350e+00
|
0.2645821
|
0.5047630
|
FALSE
|
|
2005
|
LAst
|
0.0000000
|
0
|
2.570645e+00
|
0.0141924
|
0.0527147
|
FALSE
|
|
2005
|
LTO
|
0.0000000
|
0
|
-8.930279e-01
|
0.3774631
|
0.5047630
|
FALSE
|
|
2005
|
LStl
|
0.0000000
|
0
|
-1.861683e+00
|
0.0703956
|
0.2287856
|
FALSE
|
|
2005
|
LBlk
|
0.0000000
|
0
|
8.902968e-01
|
0.3789087
|
0.5047630
|
FALSE
|
|
2005
|
LPF
|
0.0000000
|
0
|
-2.691228e-01
|
0.7892911
|
0.8550654
|
FALSE
|
|
2005
|
WFGM2
|
1.1437219
|
0
|
1.763915e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA2
|
0.0000000
|
0
|
-4.069512e-01
|
0.6863271
|
0.7826381
|
FALSE
|
|
2005
|
LFGM2
|
-0.9808827
|
0
|
-2.854864e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
(Intercept)
|
0.0000000
|
0
|
-4.546878e+00
|
0.0000541
|
0.0002008
|
TRUE
|
|
2006
|
WFGM3
|
1.0055148
|
0
|
2.648482e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA3
|
0.0000000
|
0
|
-1.936072e+00
|
0.0603234
|
0.1120291
|
FALSE
|
|
2006
|
WFTM
|
0.7007912
|
0
|
1.232523e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTA
|
0.0000000
|
0
|
-1.417007e+00
|
0.1646279
|
0.2517838
|
FALSE
|
|
2006
|
WOR
|
0.0000000
|
0
|
2.216616e+00
|
0.0327093
|
0.0773128
|
FALSE
|
|
2006
|
WDR
|
0.0000000
|
0
|
4.269652e+00
|
0.0001259
|
0.0004091
|
TRUE
|
|
2006
|
WAst
|
0.0000000
|
0
|
1.750711e+00
|
0.0880660
|
0.1431073
|
FALSE
|
|
2006
|
WTO
|
0.0000000
|
0
|
-2.620506e+00
|
0.0125525
|
0.0326365
|
TRUE
|
|
2006
|
WStl
|
0.0000000
|
0
|
-4.492313e-01
|
0.6558166
|
0.7104680
|
FALSE
|
|
2006
|
WBlk
|
0.0000000
|
0
|
-1.357622e+00
|
0.1825918
|
0.2637438
|
FALSE
|
|
2006
|
WPF
|
0.0000000
|
0
|
-5.318900e-01
|
0.5978983
|
0.7066071
|
FALSE
|
|
2006
|
LFGM3
|
-0.9573366
|
0
|
-2.007214e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA3
|
0.0000000
|
0
|
-1.756216e+00
|
0.0871090
|
0.1431073
|
FALSE
|
|
2006
|
LFTM
|
-0.6007469
|
0
|
-1.402315e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTA
|
0.0000000
|
0
|
-1.264970e+00
|
0.2135847
|
0.2922738
|
FALSE
|
|
2006
|
LOR
|
0.0000000
|
0
|
1.193107e-01
|
0.9056578
|
0.9056578
|
FALSE
|
|
2006
|
LDR
|
0.0000000
|
0
|
2.447019e-01
|
0.8080038
|
0.8403240
|
FALSE
|
|
2006
|
LAst
|
0.0000000
|
0
|
-2.164110e+00
|
0.0368070
|
0.0797484
|
FALSE
|
|
2006
|
LTO
|
0.0000000
|
0
|
2.937558e+00
|
0.0055945
|
0.0161619
|
TRUE
|
|
2006
|
LStl
|
0.0000000
|
0
|
9.145940e-01
|
0.3661721
|
0.4760237
|
FALSE
|
|
2006
|
LBlk
|
0.0000000
|
0
|
-4.903247e-01
|
0.6267235
|
0.7084700
|
FALSE
|
|
2006
|
LPF
|
0.0000000
|
0
|
-5.847957e-01
|
0.5621415
|
0.6959848
|
FALSE
|
|
2006
|
WFGM2
|
1.1437219
|
0
|
1.871077e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA2
|
0.0000000
|
0
|
-2.019051e+00
|
0.0505777
|
0.1011555
|
FALSE
|
|
2006
|
LFGM2
|
-0.9808827
|
0
|
-2.189369e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
(Intercept)
|
0.0000000
|
0
|
-2.138039e+00
|
0.0390057
|
0.1267686
|
FALSE
|
|
2007
|
WFGM3
|
1.0055148
|
0
|
2.426067e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA3
|
0.0000000
|
0
|
1.624631e+00
|
0.1125082
|
0.2437679
|
FALSE
|
|
2007
|
WFTM
|
0.7007912
|
0
|
1.447388e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTA
|
0.0000000
|
0
|
1.692981e+00
|
0.0986433
|
0.2437679
|
FALSE
|
|
2007
|
WOR
|
0.0000000
|
0
|
-1.642189e+00
|
0.1088021
|
0.2437679
|
FALSE
|
|
2007
|
WDR
|
0.0000000
|
0
|
-2.447445e-01
|
0.8079711
|
0.8753020
|
FALSE
|
|
2007
|
WAst
|
0.0000000
|
0
|
-2.962947e+00
|
0.0052338
|
0.0194397
|
TRUE
|
|
2007
|
WTO
|
0.0000000
|
0
|
-4.950438e-01
|
0.6234196
|
0.7750593
|
FALSE
|
|
2007
|
WStl
|
0.0000000
|
0
|
1.131654e+00
|
0.2648710
|
0.4329474
|
FALSE
|
|
2007
|
WBlk
|
0.0000000
|
0
|
1.136682e+00
|
0.2627888
|
0.4329474
|
FALSE
|
|
2007
|
WPF
|
0.0000000
|
0
|
-4.737808e-01
|
0.6383671
|
0.7750593
|
FALSE
|
|
2007
|
LFGM3
|
-0.9573366
|
0
|
-2.433538e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGA3
|
0.0000000
|
0
|
-1.553567e-01
|
0.8773624
|
0.9124569
|
FALSE
|
|
2007
|
LFTM
|
-0.6007469
|
0
|
-1.498755e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTA
|
0.0000000
|
0
|
1.336697e+00
|
0.1892701
|
0.3785402
|
FALSE
|
|
2007
|
LOR
|
0.0000000
|
0
|
8.859468e-01
|
0.3812186
|
0.5216675
|
FALSE
|
|
2007
|
LDR
|
0.0000000
|
0
|
-1.715094e+00
|
0.0944733
|
0.2437679
|
FALSE
|
|
2007
|
LAst
|
0.0000000
|
0
|
-1.057392e+00
|
0.2970087
|
0.4542486
|
FALSE
|
|
2007
|
LTO
|
0.0000000
|
0
|
3.852290e-02
|
0.9694725
|
0.9694725
|
FALSE
|
|
2007
|
LStl
|
0.0000000
|
0
|
3.672358e-01
|
0.7154805
|
0.8088040
|
FALSE
|
|
2007
|
LBlk
|
0.0000000
|
0
|
-1.127910e+00
|
0.2664292
|
0.4329474
|
FALSE
|
|
2007
|
LPF
|
0.0000000
|
0
|
-4.492274e-01
|
0.6558194
|
0.7750593
|
FALSE
|
|
2007
|
WFGM2
|
1.1437219
|
0
|
2.006994e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA2
|
0.0000000
|
0
|
8.922156e-01
|
0.3778927
|
0.5216675
|
FALSE
|
|
2007
|
LFGM2
|
-0.9808827
|
0
|
-2.381724e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0000000
|
0
|
-2.644988e+00
|
0.0118128
|
0.0414454
|
TRUE
|
|
2008
|
WFGM3
|
1.0055148
|
0
|
1.287720e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA3
|
0.0000000
|
0
|
6.781797e-01
|
0.5017669
|
0.7404819
|
FALSE
|
|
2008
|
WFTM
|
0.7007912
|
0
|
6.324543e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFTA
|
0.0000000
|
0
|
-1.184651e-01
|
0.9063231
|
0.9425761
|
FALSE
|
|
2008
|
WOR
|
0.0000000
|
0
|
1.477362e-01
|
0.8833321
|
0.9425761
|
FALSE
|
|
2008
|
WDR
|
0.0000000
|
0
|
-4.857484e-01
|
0.6299348
|
0.8620161
|
FALSE
|
|
2008
|
WAst
|
0.0000000
|
0
|
1.069565e+00
|
0.2915623
|
0.5831246
|
FALSE
|
|
2008
|
WTO
|
0.0000000
|
0
|
1.097315e+00
|
0.2794086
|
0.5831246
|
FALSE
|
|
2008
|
WStl
|
0.0000000
|
0
|
2.614117e+00
|
0.0127524
|
0.0414454
|
TRUE
|
|
2008
|
WBlk
|
0.0000000
|
0
|
-7.810740e-01
|
0.4395981
|
0.7404819
|
FALSE
|
|
2008
|
WPF
|
0.0000000
|
0
|
1.200369e+00
|
0.2374259
|
0.5611884
|
FALSE
|
|
2008
|
LFGM3
|
-0.9573366
|
0
|
-2.174801e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA3
|
0.0000000
|
0
|
1.607602e-01
|
0.8731339
|
0.9425761
|
FALSE
|
|
2008
|
LFTM
|
-0.6007469
|
0
|
-1.165442e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTA
|
0.0000000
|
0
|
-6.609351e-01
|
0.5126413
|
0.7404819
|
FALSE
|
|
2008
|
LOR
|
0.0000000
|
0
|
-1.905227e+00
|
0.0643384
|
0.1858666
|
FALSE
|
|
2008
|
LDR
|
0.0000000
|
0
|
3.300176e-01
|
0.7431992
|
0.9201514
|
FALSE
|
|
2008
|
LAst
|
0.0000000
|
0
|
-9.766393e-01
|
0.3349245
|
0.6220027
|
FALSE
|
|
2008
|
LTO
|
0.0000000
|
0
|
-1.797795e+00
|
0.0801588
|
0.2084129
|
FALSE
|
|
2008
|
LStl
|
0.0000000
|
0
|
-4.016958e-01
|
0.6901583
|
0.8972057
|
FALSE
|
|
2008
|
LBlk
|
0.0000000
|
0
|
2.104824e-01
|
0.8344158
|
0.9425761
|
FALSE
|
|
2008
|
LPF
|
0.0000000
|
0
|
6.883511e-01
|
0.4954128
|
0.7404819
|
FALSE
|
|
2008
|
WFGM2
|
1.1437219
|
0
|
8.931258e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA2
|
0.0000000
|
0
|
0.000000e+00
|
1.0000000
|
1.0000000
|
FALSE
|
|
2008
|
LFGM2
|
-0.9808827
|
0
|
-2.108484e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
(Intercept)
|
0.0000000
|
0
|
-1.926874e+00
|
0.0614975
|
0.1453577
|
FALSE
|
|
2009
|
WFGM3
|
1.0055148
|
0
|
2.684209e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA3
|
0.0000000
|
0
|
-2.241219e-01
|
0.8238631
|
0.8936270
|
FALSE
|
|
2009
|
WFTM
|
0.7007912
|
0
|
1.425829e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTA
|
0.0000000
|
0
|
-3.635673e-01
|
0.7181961
|
0.8891952
|
FALSE
|
|
2009
|
WOR
|
0.0000000
|
0
|
1.013824e+00
|
0.3170787
|
0.4849440
|
FALSE
|
|
2009
|
WDR
|
0.0000000
|
0
|
4.306422e-01
|
0.6691614
|
0.8853622
|
FALSE
|
|
2009
|
WAst
|
0.0000000
|
0
|
2.227974e-01
|
0.8248865
|
0.8936270
|
FALSE
|
|
2009
|
WTO
|
0.0000000
|
0
|
2.447430e-01
|
0.8079722
|
0.8936270
|
FALSE
|
|
2009
|
WStl
|
0.0000000
|
0
|
2.547198e+00
|
0.0150296
|
0.0488462
|
TRUE
|
|
2009
|
WBlk
|
0.0000000
|
0
|
4.545733e-01
|
0.6520025
|
0.8853622
|
FALSE
|
|
2009
|
WPF
|
0.0000000
|
0
|
-3.560088e+00
|
0.0010161
|
0.0037739
|
TRUE
|
|
2009
|
LFGM3
|
-0.9573366
|
0
|
-3.165679e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGA3
|
0.0000000
|
0
|
-1.486378e+00
|
0.1454297
|
0.2520781
|
FALSE
|
|
2009
|
LFTM
|
-0.6007469
|
0
|
-1.365022e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTA
|
0.0000000
|
0
|
1.497494e+00
|
0.1425259
|
0.2520781
|
FALSE
|
|
2009
|
LOR
|
0.0000000
|
0
|
-2.435240e+00
|
0.0196850
|
0.0568677
|
FALSE
|
|
2009
|
LDR
|
0.0000000
|
0
|
-3.179800e-02
|
0.9747996
|
1.0000000
|
FALSE
|
|
2009
|
LAst
|
0.0000000
|
0
|
-1.203320e+00
|
0.2362960
|
0.3839810
|
FALSE
|
|
2009
|
LTO
|
0.0000000
|
0
|
-4.142118e-01
|
0.6810478
|
0.8853622
|
FALSE
|
|
2009
|
LStl
|
0.0000000
|
0
|
-2.191602e+00
|
0.0346079
|
0.0899804
|
FALSE
|
|
2009
|
LBlk
|
0.0000000
|
0
|
-1.606072e+00
|
0.1165374
|
0.2330747
|
FALSE
|
|
2009
|
LPF
|
0.0000000
|
0
|
1.724694e+00
|
0.0927091
|
0.2008697
|
FALSE
|
|
2009
|
WFGM2
|
1.1437219
|
0
|
2.020995e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA2
|
0.0000000
|
0
|
0.000000e+00
|
1.0000000
|
1.0000000
|
FALSE
|
|
2009
|
LFGM2
|
-0.9808827
|
0
|
-2.835589e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
(Intercept)
|
0.0000000
|
0
|
-7.929857e-01
|
0.4327096
|
0.7861750
|
FALSE
|
|
2010
|
WFGM3
|
1.0055148
|
0
|
2.098605e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA3
|
0.0000000
|
0
|
3.690580e-02
|
0.9707533
|
0.9707533
|
FALSE
|
|
2010
|
WFTM
|
0.7007912
|
0
|
1.135292e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTA
|
0.0000000
|
0
|
-6.694319e-01
|
0.5072673
|
0.7861750
|
FALSE
|
|
2010
|
WOR
|
0.0000000
|
0
|
-3.831479e-01
|
0.7037452
|
0.9445055
|
FALSE
|
|
2010
|
WDR
|
0.0000000
|
0
|
6.680031e-01
|
0.5081689
|
0.7861750
|
FALSE
|
|
2010
|
WAst
|
0.0000000
|
0
|
-7.036207e-01
|
0.4859583
|
0.7861750
|
FALSE
|
|
2010
|
WTO
|
0.0000000
|
0
|
-5.257881e-01
|
0.6020906
|
0.8696864
|
FALSE
|
|
2010
|
WStl
|
0.0000000
|
0
|
-7.935253e-01
|
0.4323991
|
0.7861750
|
FALSE
|
|
2010
|
WBlk
|
0.0000000
|
0
|
-3.038896e-01
|
0.7628698
|
0.9445055
|
FALSE
|
|
2010
|
WPF
|
0.0000000
|
0
|
1.366882e+00
|
0.1796952
|
0.6674392
|
FALSE
|
|
2010
|
LFGM3
|
-0.9573366
|
0
|
-3.025026e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGA3
|
0.0000000
|
0
|
9.644683e-01
|
0.3409092
|
0.7861750
|
FALSE
|
|
2010
|
LFTM
|
-0.6007469
|
0
|
-1.168841e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFTA
|
0.0000000
|
0
|
-6.587356e-01
|
0.5140375
|
0.7861750
|
FALSE
|
|
2010
|
LOR
|
0.0000000
|
0
|
2.228449e-01
|
0.8248497
|
0.9523108
|
FALSE
|
|
2010
|
LDR
|
0.0000000
|
0
|
-7.667809e-01
|
0.4479496
|
0.7861750
|
FALSE
|
|
2010
|
LAst
|
0.0000000
|
0
|
-1.257623e-01
|
0.9005831
|
0.9532011
|
FALSE
|
|
2010
|
LTO
|
0.0000000
|
0
|
1.168357e+00
|
0.2499408
|
0.7297375
|
FALSE
|
|
2010
|
LStl
|
0.0000000
|
0
|
3.204552e-01
|
0.7503789
|
0.9445055
|
FALSE
|
|
2010
|
LBlk
|
0.0000000
|
0
|
1.161702e+00
|
0.2526014
|
0.7297375
|
FALSE
|
|
2010
|
LPF
|
0.0000000
|
0
|
1.054930e-01
|
0.9165395
|
0.9532011
|
FALSE
|
|
2010
|
WFGM2
|
1.1437219
|
0
|
1.906552e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA2
|
0.0000000
|
0
|
-2.001524e-01
|
0.8424288
|
0.9523108
|
FALSE
|
|
2010
|
LFGM2
|
-0.9808827
|
0
|
-2.246774e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
0.0000000
|
0
|
-5.105359e+00
|
0.0000080
|
0.0000297
|
TRUE
|
|
2011
|
WFGM3
|
1.0055148
|
0
|
3.429226e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA3
|
0.0000000
|
0
|
-1.683000e+00
|
0.0999761
|
0.1624612
|
FALSE
|
|
2011
|
WFTM
|
0.7007912
|
0
|
1.705704e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTA
|
0.0000000
|
0
|
-7.580900e-03
|
0.9939881
|
0.9939881
|
FALSE
|
|
2011
|
WOR
|
0.0000000
|
0
|
1.898833e+00
|
0.0646392
|
0.1400517
|
FALSE
|
|
2011
|
WDR
|
0.0000000
|
0
|
-4.725786e-01
|
0.6390199
|
0.7552053
|
FALSE
|
|
2011
|
WAst
|
0.0000000
|
0
|
1.453813e+00
|
0.1536108
|
0.2349341
|
FALSE
|
|
2011
|
WTO
|
0.0000000
|
0
|
1.091485e+00
|
0.2814324
|
0.3851180
|
FALSE
|
|
2011
|
WStl
|
0.0000000
|
0
|
2.188595e+00
|
0.0343782
|
0.1117291
|
FALSE
|
|
2011
|
WBlk
|
0.0000000
|
0
|
-2.157980e-02
|
0.9828878
|
0.9939881
|
FALSE
|
|
2011
|
WPF
|
0.0000000
|
0
|
-1.826427e+00
|
0.0750735
|
0.1501470
|
FALSE
|
|
2011
|
LFGM3
|
-0.9573366
|
0
|
-4.168754e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA3
|
0.0000000
|
0
|
1.389804e-01
|
0.8901461
|
0.9643249
|
FALSE
|
|
2011
|
LFTM
|
-0.6007469
|
0
|
-1.829292e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFTA
|
0.0000000
|
0
|
1.952198e+00
|
0.0577664
|
0.1396380
|
FALSE
|
|
2011
|
LOR
|
0.0000000
|
0
|
-2.114254e+00
|
0.0406201
|
0.1173469
|
FALSE
|
|
2011
|
LDR
|
0.0000000
|
0
|
1.718258e+00
|
0.0932937
|
0.1624612
|
FALSE
|
|
2011
|
LAst
|
0.0000000
|
0
|
-1.111069e+00
|
0.2730119
|
0.3851180
|
FALSE
|
|
2011
|
LTO
|
0.0000000
|
0
|
-5.537766e-01
|
0.5827395
|
0.7545853
|
FALSE
|
|
2011
|
LStl
|
0.0000000
|
0
|
-5.147774e-01
|
0.6094727
|
0.7545853
|
FALSE
|
|
2011
|
LBlk
|
0.0000000
|
0
|
1.794476e-01
|
0.8584702
|
0.9643249
|
FALSE
|
|
2011
|
LPF
|
0.0000000
|
0
|
-1.700485e+00
|
0.0966143
|
0.1624612
|
FALSE
|
|
2011
|
WFGM2
|
1.1437219
|
0
|
2.512554e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA2
|
0.0000000
|
0
|
-1.941611e+00
|
0.0590776
|
0.1396380
|
FALSE
|
|
2011
|
LFGM2
|
-0.9808827
|
0
|
-3.459026e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
(Intercept)
|
0.0000000
|
0
|
-6.671280e+00
|
0.0000000
|
0.0000002
|
TRUE
|
|
2012
|
WFGM3
|
1.0055148
|
0
|
2.584277e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA3
|
0.0000000
|
0
|
9.027920e-02
|
0.9285050
|
0.9650450
|
FALSE
|
|
2012
|
WFTM
|
0.7007912
|
0
|
1.116347e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTA
|
0.0000000
|
0
|
4.409210e-02
|
0.9650450
|
0.9650450
|
FALSE
|
|
2012
|
WOR
|
0.0000000
|
0
|
-4.163141e-01
|
0.6793515
|
0.8729225
|
FALSE
|
|
2012
|
WDR
|
0.0000000
|
0
|
-1.865014e+00
|
0.0693476
|
0.1639126
|
FALSE
|
|
2012
|
WAst
|
0.0000000
|
0
|
-2.493075e+00
|
0.0167939
|
0.0545803
|
FALSE
|
|
2012
|
WTO
|
0.0000000
|
0
|
1.952968e+00
|
0.0576721
|
0.1499474
|
FALSE
|
|
2012
|
WStl
|
0.0000000
|
0
|
-1.077222e+00
|
0.2876788
|
0.5342607
|
FALSE
|
|
2012
|
WBlk
|
0.0000000
|
0
|
1.514372e+00
|
0.1376032
|
0.2981403
|
FALSE
|
|
2012
|
WPF
|
0.0000000
|
0
|
-3.193710e-01
|
0.7510668
|
0.8876244
|
FALSE
|
|
2012
|
LFGM3
|
-0.9573366
|
0
|
-2.478513e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA3
|
0.0000000
|
0
|
-6.407470e-01
|
0.5252525
|
0.7586980
|
FALSE
|
|
2012
|
LFTM
|
-0.6007469
|
0
|
-1.106147e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTA
|
0.0000000
|
0
|
1.345022e+00
|
0.1860112
|
0.3720223
|
FALSE
|
|
2012
|
LOR
|
0.0000000
|
0
|
6.589220e-02
|
0.9477839
|
0.9650450
|
FALSE
|
|
2012
|
LDR
|
0.0000000
|
0
|
2.138636e+00
|
0.0384709
|
0.1111383
|
FALSE
|
|
2012
|
LAst
|
0.0000000
|
0
|
7.079199e-01
|
0.4830002
|
0.7387062
|
FALSE
|
|
2012
|
LTO
|
0.0000000
|
0
|
-8.157792e-01
|
0.4193407
|
0.6814286
|
FALSE
|
|
2012
|
LStl
|
0.0000000
|
0
|
4.949036e-01
|
0.6233100
|
0.8529505
|
FALSE
|
|
2012
|
LBlk
|
0.0000000
|
0
|
9.946926e-01
|
0.3257203
|
0.5645818
|
FALSE
|
|
2012
|
LPF
|
0.0000000
|
0
|
2.271709e-01
|
0.8214198
|
0.9285616
|
FALSE
|
|
2012
|
WFGM2
|
1.1437219
|
0
|
1.890021e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA2
|
0.0000000
|
0
|
-3.811598e-01
|
0.7050528
|
0.8729225
|
FALSE
|
|
2012
|
LFGM2
|
-0.9808827
|
0
|
-2.202705e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
(Intercept)
|
0.0000000
|
0
|
-2.782270e+00
|
0.0081227
|
0.0301701
|
TRUE
|
|
2013
|
WFGM3
|
1.0055148
|
0
|
2.492199e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA3
|
0.0000000
|
0
|
1.657291e+00
|
0.1050943
|
0.2277044
|
FALSE
|
|
2013
|
WFTM
|
0.7007912
|
0
|
1.219926e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTA
|
0.0000000
|
0
|
1.282593e+00
|
0.2068387
|
0.3543249
|
FALSE
|
|
2013
|
WOR
|
0.0000000
|
0
|
-1.423098e+00
|
0.1622730
|
0.3013641
|
FALSE
|
|
2013
|
WDR
|
0.0000000
|
0
|
-1.125969e+00
|
0.2667264
|
0.3569365
|
FALSE
|
|
2013
|
WAst
|
0.0000000
|
0
|
-2.259062e+00
|
0.0292618
|
0.0845341
|
FALSE
|
|
2013
|
WTO
|
0.0000000
|
0
|
1.786321e+00
|
0.0814439
|
0.1925037
|
FALSE
|
|
2013
|
WStl
|
0.0000000
|
0
|
-1.107422e+00
|
0.2745666
|
0.3569365
|
FALSE
|
|
2013
|
WBlk
|
0.0000000
|
0
|
-1.567820e+00
|
0.1246097
|
0.2492194
|
FALSE
|
|
2013
|
WPF
|
0.0000000
|
0
|
-2.358707e+00
|
0.0231864
|
0.0753558
|
FALSE
|
|
2013
|
LFGM3
|
-0.9573366
|
0
|
-3.139246e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGA3
|
0.0000000
|
0
|
1.201134e+00
|
0.2365923
|
0.3569365
|
FALSE
|
|
2013
|
LFTM
|
-0.6007469
|
0
|
-1.272171e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTA
|
0.0000000
|
0
|
2.096965e+00
|
0.0422072
|
0.1097387
|
FALSE
|
|
2013
|
LOR
|
0.0000000
|
0
|
-8.633461e-01
|
0.3929697
|
0.4865339
|
FALSE
|
|
2013
|
LDR
|
0.0000000
|
0
|
-1.121028e+00
|
0.2687991
|
0.3569365
|
FALSE
|
|
2013
|
LAst
|
0.0000000
|
0
|
-2.146635e-01
|
0.8310938
|
0.9003517
|
FALSE
|
|
2013
|
LTO
|
0.0000000
|
0
|
-5.379521e-01
|
0.5935185
|
0.6709339
|
FALSE
|
|
2013
|
LStl
|
0.0000000
|
0
|
6.317100e-02
|
0.9499374
|
0.9499374
|
FALSE
|
|
2013
|
LBlk
|
0.0000000
|
0
|
5.758011e-01
|
0.5678969
|
0.6709339
|
FALSE
|
|
2013
|
LPF
|
0.0000000
|
0
|
1.173808e-01
|
0.9071314
|
0.9434167
|
FALSE
|
|
2013
|
WFGM2
|
1.1437219
|
0
|
1.948472e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA2
|
0.0000000
|
0
|
1.250945e+00
|
0.2180461
|
0.3543249
|
FALSE
|
|
2013
|
LFGM2
|
-0.9808827
|
0
|
-2.576981e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
(Intercept)
|
0.0000000
|
0
|
-7.425308e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
1.0055148
|
0
|
1.957268e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA3
|
0.0000000
|
0
|
2.807091e+00
|
0.0076170
|
0.0217145
|
TRUE
|
|
2014
|
WFTM
|
0.7007912
|
0
|
1.362708e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTA
|
0.0000000
|
0
|
2.728054e+00
|
0.0093375
|
0.0220704
|
TRUE
|
|
2014
|
WOR
|
0.0000000
|
0
|
-3.182779e+00
|
0.0027821
|
0.0090417
|
TRUE
|
|
2014
|
WDR
|
0.0000000
|
0
|
-3.884581e-01
|
0.6996870
|
0.7772896
|
FALSE
|
|
2014
|
WAst
|
0.0000000
|
0
|
-7.357541e-01
|
0.4660689
|
0.6377785
|
FALSE
|
|
2014
|
WTO
|
0.0000000
|
0
|
-8.447626e-01
|
0.4031461
|
0.6257255
|
FALSE
|
|
2014
|
WStl
|
0.0000000
|
0
|
9.235262e-01
|
0.3611365
|
0.6257255
|
FALSE
|
|
2014
|
WBlk
|
0.0000000
|
0
|
-7.469729e-01
|
0.4593424
|
0.6377785
|
FALSE
|
|
2014
|
WPF
|
0.0000000
|
0
|
-5.535732e-01
|
0.5828775
|
0.7216578
|
FALSE
|
|
2014
|
LFGM3
|
-0.9573366
|
0
|
-2.740642e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA3
|
0.0000000
|
0
|
4.924710e-02
|
0.9609615
|
0.9609615
|
FALSE
|
|
2014
|
LFTM
|
-0.6007469
|
0
|
-1.548221e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFTA
|
0.0000000
|
0
|
5.058523e-01
|
0.6156694
|
0.7276093
|
FALSE
|
|
2014
|
LOR
|
0.0000000
|
0
|
3.643108e-01
|
0.7174981
|
0.7772896
|
FALSE
|
|
2014
|
LDR
|
0.0000000
|
0
|
-2.607998e+00
|
0.0126477
|
0.0274034
|
TRUE
|
|
2014
|
LAst
|
0.0000000
|
0
|
-1.903120e-01
|
0.8500038
|
0.8840040
|
FALSE
|
|
2014
|
LTO
|
0.0000000
|
0
|
-1.266517e+00
|
0.2124763
|
0.3945988
|
FALSE
|
|
2014
|
LStl
|
0.0000000
|
0
|
8.339743e-01
|
0.4091282
|
0.6257255
|
FALSE
|
|
2014
|
LBlk
|
0.0000000
|
0
|
-6.006756e-01
|
0.5513624
|
0.7167711
|
FALSE
|
|
2014
|
LPF
|
0.0000000
|
0
|
-1.377700e+00
|
0.1757699
|
0.3515397
|
FALSE
|
|
2014
|
WFGM2
|
1.1437219
|
0
|
1.677221e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA2
|
0.0000000
|
0
|
2.771500e+00
|
0.0083517
|
0.0217145
|
TRUE
|
|
2014
|
LFGM2
|
-0.9808827
|
0
|
-2.833620e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
0.0000000
|
0
|
-4.565404e+00
|
0.0000448
|
0.0001665
|
TRUE
|
|
2015
|
WFGM3
|
1.0055148
|
0
|
1.888603e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA3
|
0.0000000
|
0
|
-1.288558e+00
|
0.2047758
|
0.4436810
|
FALSE
|
|
2015
|
WFTM
|
0.7007912
|
0
|
9.308090e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFTA
|
0.0000000
|
0
|
-7.395912e-01
|
0.4637619
|
0.6442922
|
FALSE
|
|
2015
|
WOR
|
0.0000000
|
0
|
1.292486e+00
|
0.2034259
|
0.4436810
|
FALSE
|
|
2015
|
WDR
|
0.0000000
|
0
|
-1.341535e+00
|
0.1871305
|
0.4436810
|
FALSE
|
|
2015
|
WAst
|
0.0000000
|
0
|
-2.842635e-01
|
0.7776392
|
0.9080429
|
FALSE
|
|
2015
|
WTO
|
0.0000000
|
0
|
7.262700e-03
|
0.9942404
|
0.9942404
|
FALSE
|
|
2015
|
WStl
|
0.0000000
|
0
|
-5.888200e-01
|
0.5592123
|
0.7147758
|
FALSE
|
|
2015
|
WBlk
|
0.0000000
|
0
|
-2.140694e-01
|
0.8315540
|
0.9080429
|
FALSE
|
|
2015
|
WPF
|
0.0000000
|
0
|
8.508031e-01
|
0.3998204
|
0.6442922
|
FALSE
|
|
2015
|
LFGM3
|
-0.9573366
|
0
|
-2.699831e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA3
|
0.0000000
|
0
|
-5.617879e-01
|
0.5773189
|
0.7147758
|
FALSE
|
|
2015
|
LFTM
|
-0.6007469
|
0
|
-1.300012e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTA
|
0.0000000
|
0
|
-7.571075e-01
|
0.4533147
|
0.6442922
|
FALSE
|
|
2015
|
LOR
|
0.0000000
|
0
|
1.534124e+00
|
0.1326804
|
0.3832989
|
FALSE
|
|
2015
|
LDR
|
0.0000000
|
0
|
1.592412e+00
|
0.1189737
|
0.3832989
|
FALSE
|
|
2015
|
LAst
|
0.0000000
|
0
|
-8.547163e-01
|
0.3976752
|
0.6442922
|
FALSE
|
|
2015
|
LTO
|
0.0000000
|
0
|
1.607009e-01
|
0.8731182
|
0.9080429
|
FALSE
|
|
2015
|
LStl
|
0.0000000
|
0
|
1.607883e-01
|
0.8730498
|
0.9080429
|
FALSE
|
|
2015
|
LBlk
|
0.0000000
|
0
|
1.120761e+00
|
0.2689115
|
0.5317629
|
FALSE
|
|
2015
|
LPF
|
0.0000000
|
0
|
-7.278714e-01
|
0.4708289
|
0.6442922
|
FALSE
|
|
2015
|
WFGM2
|
1.1437219
|
0
|
1.830531e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA2
|
0.0000000
|
0
|
-1.080274e+00
|
0.2863339
|
0.5317629
|
FALSE
|
|
2015
|
LFGM2
|
-0.9808827
|
0
|
-2.360779e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
(Intercept)
|
0.0000000
|
0
|
-1.080135e+00
|
0.2863950
|
0.5727900
|
FALSE
|
|
2016
|
WFGM3
|
1.0055148
|
0
|
1.659104e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA3
|
0.0000000
|
0
|
-1.684400e-02
|
0.9866428
|
0.9866428
|
FALSE
|
|
2016
|
WFTM
|
0.7007912
|
0
|
7.915325e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTA
|
0.0000000
|
0
|
-2.498265e-01
|
0.8039690
|
0.8783533
|
FALSE
|
|
2016
|
WOR
|
0.0000000
|
0
|
-3.090058e-01
|
0.7588819
|
0.8783533
|
FALSE
|
|
2016
|
WDR
|
0.0000000
|
0
|
2.409592e-01
|
0.8107877
|
0.8783533
|
FALSE
|
|
2016
|
WAst
|
0.0000000
|
0
|
-1.429465e+00
|
0.1604465
|
0.3476340
|
FALSE
|
|
2016
|
WTO
|
0.0000000
|
0
|
-1.443411e+00
|
0.1565026
|
0.3476340
|
FALSE
|
|
2016
|
WStl
|
0.0000000
|
0
|
-5.687592e-01
|
0.5726221
|
0.7834374
|
FALSE
|
|
2016
|
WBlk
|
0.0000000
|
0
|
2.524360e-02
|
0.9799831
|
0.9866428
|
FALSE
|
|
2016
|
WPF
|
0.0000000
|
0
|
-1.997398e+00
|
0.0524472
|
0.1603027
|
FALSE
|
|
2016
|
LFGM3
|
-0.9573366
|
0
|
-1.893508e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA3
|
0.0000000
|
0
|
5.246612e-01
|
0.6026442
|
0.7834374
|
FALSE
|
|
2016
|
LFTM
|
-0.6007469
|
0
|
-1.109334e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTA
|
0.0000000
|
0
|
2.555826e+00
|
0.0143975
|
0.0534765
|
FALSE
|
|
2016
|
LOR
|
0.0000000
|
0
|
-8.891162e-01
|
0.3791277
|
0.6161867
|
FALSE
|
|
2016
|
LDR
|
0.0000000
|
0
|
-1.024158e+00
|
0.3117656
|
0.5789932
|
FALSE
|
|
2016
|
LAst
|
0.0000000
|
0
|
1.971088e+00
|
0.0554894
|
0.1603027
|
FALSE
|
|
2016
|
LTO
|
0.0000000
|
0
|
5.583575e-01
|
0.5796369
|
0.7834374
|
FALSE
|
|
2016
|
LStl
|
0.0000000
|
0
|
-7.891504e-01
|
0.4345640
|
0.6646274
|
FALSE
|
|
2016
|
LBlk
|
0.0000000
|
0
|
8.889956e-01
|
0.3791918
|
0.6161867
|
FALSE
|
|
2016
|
LPF
|
0.0000000
|
0
|
1.734910e+00
|
0.0902693
|
0.2347003
|
FALSE
|
|
2016
|
WFGM2
|
1.1437219
|
0
|
1.457758e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA2
|
0.0000000
|
0
|
3.199047e-01
|
0.7506651
|
0.8783533
|
FALSE
|
|
2016
|
LFGM2
|
-0.9808827
|
0
|
-1.746246e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
(Intercept)
|
0.0000000
|
0
|
-1.034253e+00
|
0.3070799
|
0.5259485
|
FALSE
|
|
2017
|
WFGM3
|
1.0055148
|
0
|
3.782204e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA3
|
0.0000000
|
0
|
1.133323e+00
|
0.2636623
|
0.5259485
|
FALSE
|
|
2017
|
WFTM
|
0.7007912
|
0
|
1.974464e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTA
|
0.0000000
|
0
|
1.263413e+00
|
0.2135781
|
0.5259485
|
FALSE
|
|
2017
|
WOR
|
0.0000000
|
0
|
-1.353423e+00
|
0.1833356
|
0.5259485
|
FALSE
|
|
2017
|
WDR
|
0.0000000
|
0
|
-2.679517e+00
|
0.0105654
|
0.0392430
|
TRUE
|
|
2017
|
WAst
|
0.0000000
|
0
|
9.681987e-01
|
0.3386221
|
0.5259485
|
FALSE
|
|
2017
|
WTO
|
0.0000000
|
0
|
1.795472e+00
|
0.0799517
|
0.2598429
|
FALSE
|
|
2017
|
WStl
|
0.0000000
|
0
|
8.259231e-01
|
0.4136281
|
0.5783443
|
FALSE
|
|
2017
|
WBlk
|
0.0000000
|
0
|
-3.895977e-01
|
0.6988505
|
0.8259143
|
FALSE
|
|
2017
|
WPF
|
0.0000000
|
0
|
-7.244050e-02
|
0.9426036
|
0.9426036
|
FALSE
|
|
2017
|
LFGM3
|
-0.9573366
|
0
|
-3.459743e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA3
|
0.0000000
|
0
|
-7.714220e-01
|
0.4448802
|
0.5783443
|
FALSE
|
|
2017
|
LFTM
|
-0.6007469
|
0
|
-1.344840e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFTA
|
0.0000000
|
0
|
1.031317e-01
|
0.9183613
|
0.9426036
|
FALSE
|
|
2017
|
LOR
|
0.0000000
|
0
|
-1.615434e-01
|
0.8724589
|
0.9426036
|
FALSE
|
|
2017
|
LDR
|
0.0000000
|
0
|
2.097734e-01
|
0.8348835
|
0.9426036
|
FALSE
|
|
2017
|
LAst
|
0.0000000
|
0
|
5.482705e-01
|
0.5864793
|
0.7261173
|
FALSE
|
|
2017
|
LTO
|
0.0000000
|
0
|
-1.180029e+00
|
0.2447901
|
0.5259485
|
FALSE
|
|
2017
|
LStl
|
0.0000000
|
0
|
9.575759e-01
|
0.3438894
|
0.5259485
|
FALSE
|
|
2017
|
LBlk
|
0.0000000
|
0
|
-8.098555e-01
|
0.4226988
|
0.5783443
|
FALSE
|
|
2017
|
LPF
|
0.0000000
|
0
|
-1.069959e+00
|
0.2908964
|
0.5259485
|
FALSE
|
|
2017
|
WFGM2
|
1.1437219
|
0
|
2.589263e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA2
|
0.0000000
|
0
|
1.066382e+00
|
0.2924906
|
0.5259485
|
FALSE
|
|
2017
|
LFGM2
|
-0.9808827
|
0
|
-3.483274e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
(Intercept)
|
0.0000000
|
0
|
-3.400327e+00
|
0.0015115
|
0.0043665
|
TRUE
|
|
2018
|
WFGM3
|
1.0055148
|
0
|
2.517858e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA3
|
0.0000000
|
0
|
-1.852846e+00
|
0.0711116
|
0.1232602
|
FALSE
|
|
2018
|
WFTM
|
0.7007912
|
0
|
1.415565e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTA
|
0.0000000
|
0
|
-5.960114e-01
|
0.5544440
|
0.6267628
|
FALSE
|
|
2018
|
WOR
|
0.0000000
|
0
|
2.492743e+00
|
0.0168076
|
0.0312140
|
TRUE
|
|
2018
|
WDR
|
0.0000000
|
0
|
4.351837e+00
|
0.0000876
|
0.0003253
|
TRUE
|
|
2018
|
WAst
|
0.0000000
|
0
|
6.258456e-01
|
0.5348849
|
0.6267628
|
FALSE
|
|
2018
|
WTO
|
0.0000000
|
0
|
-3.421180e+00
|
0.0014243
|
0.0043665
|
TRUE
|
|
2018
|
WStl
|
0.0000000
|
0
|
-2.580276e+00
|
0.0135516
|
0.0271033
|
TRUE
|
|
2018
|
WBlk
|
0.0000000
|
0
|
3.032129e-01
|
0.7632609
|
0.7632609
|
FALSE
|
|
2018
|
WPF
|
0.0000000
|
0
|
-9.736709e-01
|
0.3359298
|
0.4159131
|
FALSE
|
|
2018
|
LFGM3
|
-0.9573366
|
0
|
-3.485051e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGA3
|
0.0000000
|
0
|
-1.257603e+00
|
0.2156515
|
0.3076801
|
FALSE
|
|
2018
|
LFTM
|
-0.6007469
|
0
|
-1.447834e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTA
|
0.0000000
|
0
|
1.638751e+00
|
0.1089176
|
0.1665799
|
FALSE
|
|
2018
|
LOR
|
0.0000000
|
0
|
2.585971e+00
|
0.0133612
|
0.0271033
|
TRUE
|
|
2018
|
LDR
|
0.0000000
|
0
|
-1.232338e+00
|
0.2248431
|
0.3076801
|
FALSE
|
|
2018
|
LAst
|
0.0000000
|
0
|
-1.181144e+00
|
0.2443519
|
0.3176575
|
FALSE
|
|
2018
|
LTO
|
0.0000000
|
0
|
2.737882e+00
|
0.0091055
|
0.0215815
|
TRUE
|
|
2018
|
LStl
|
0.0000000
|
0
|
2.736806e+00
|
0.0091306
|
0.0215815
|
TRUE
|
|
2018
|
LBlk
|
0.0000000
|
0
|
-4.734304e-01
|
0.6384173
|
0.6916187
|
FALSE
|
|
2018
|
LPF
|
0.0000000
|
0
|
-3.991236e-01
|
0.6918735
|
0.7195484
|
FALSE
|
|
2018
|
WFGM2
|
1.1437219
|
0
|
1.873011e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA2
|
0.0000000
|
0
|
-1.703894e+00
|
0.0959700
|
0.1559513
|
FALSE
|
|
2018
|
LFGM2
|
-0.9808827
|
0
|
-2.380474e+15
|
0.0000000
|
0.0000000
|
TRUE
|
Significant Only
df_level1_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0000000
|
0
|
-3.980646e+00
|
0.0002991
|
0.0011108
|
TRUE
|
|
2003
|
WFGM3
|
1.0055148
|
0
|
2.458739e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTM
|
0.7007912
|
0
|
1.171781e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGM3
|
-0.9573366
|
0
|
-2.429037e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTM
|
-0.6007469
|
0
|
-1.256975e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM2
|
1.1437219
|
0
|
1.998138e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGM2
|
-0.9808827
|
0
|
-2.269682e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
0.0000000
|
0
|
-4.892456e+00
|
0.0000186
|
0.0000690
|
TRUE
|
|
2004
|
WFGM3
|
1.0055148
|
0
|
3.276141e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTM
|
0.7007912
|
0
|
1.878275e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WPF
|
0.0000000
|
0
|
2.628223e+00
|
0.0123149
|
0.0355763
|
TRUE
|
|
2004
|
LFGM3
|
-0.9573366
|
0
|
-4.207307e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA3
|
0.0000000
|
0
|
2.679750e+00
|
0.0108314
|
0.0352021
|
TRUE
|
|
2004
|
LFTM
|
-0.6007469
|
0
|
-1.507358e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGM2
|
1.1437219
|
0
|
2.557505e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM2
|
-0.9808827
|
0
|
-4.124071e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGM3
|
1.0055148
|
0
|
2.607294e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTM
|
0.7007912
|
0
|
1.554040e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM3
|
-0.9573366
|
0
|
-3.363804e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFTM
|
-0.6007469
|
0
|
-1.685573e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGM2
|
1.1437219
|
0
|
1.763915e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM2
|
-0.9808827
|
0
|
-2.854864e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
(Intercept)
|
0.0000000
|
0
|
-4.546878e+00
|
0.0000541
|
0.0002008
|
TRUE
|
|
2006
|
WFGM3
|
1.0055148
|
0
|
2.648482e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTM
|
0.7007912
|
0
|
1.232523e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WDR
|
0.0000000
|
0
|
4.269652e+00
|
0.0001259
|
0.0004091
|
TRUE
|
|
2006
|
WTO
|
0.0000000
|
0
|
-2.620506e+00
|
0.0125525
|
0.0326365
|
TRUE
|
|
2006
|
LFGM3
|
-0.9573366
|
0
|
-2.007214e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTM
|
-0.6007469
|
0
|
-1.402315e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LTO
|
0.0000000
|
0
|
2.937558e+00
|
0.0055945
|
0.0161619
|
TRUE
|
|
2006
|
WFGM2
|
1.1437219
|
0
|
1.871077e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGM2
|
-0.9808827
|
0
|
-2.189369e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM3
|
1.0055148
|
0
|
2.426067e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTM
|
0.7007912
|
0
|
1.447388e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WAst
|
0.0000000
|
0
|
-2.962947e+00
|
0.0052338
|
0.0194397
|
TRUE
|
|
2007
|
LFGM3
|
-0.9573366
|
0
|
-2.433538e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTM
|
-0.6007469
|
0
|
-1.498755e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM2
|
1.1437219
|
0
|
2.006994e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGM2
|
-0.9808827
|
0
|
-2.381724e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0000000
|
0
|
-2.644988e+00
|
0.0118128
|
0.0414454
|
TRUE
|
|
2008
|
WFGM3
|
1.0055148
|
0
|
1.287720e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFTM
|
0.7007912
|
0
|
6.324543e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WStl
|
0.0000000
|
0
|
2.614117e+00
|
0.0127524
|
0.0414454
|
TRUE
|
|
2008
|
LFGM3
|
-0.9573366
|
0
|
-2.174801e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTM
|
-0.6007469
|
0
|
-1.165442e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM2
|
1.1437219
|
0
|
8.931258e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGM2
|
-0.9808827
|
0
|
-2.108484e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM3
|
1.0055148
|
0
|
2.684209e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTM
|
0.7007912
|
0
|
1.425829e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WStl
|
0.0000000
|
0
|
2.547198e+00
|
0.0150296
|
0.0488462
|
TRUE
|
|
2009
|
WPF
|
0.0000000
|
0
|
-3.560088e+00
|
0.0010161
|
0.0037739
|
TRUE
|
|
2009
|
LFGM3
|
-0.9573366
|
0
|
-3.165679e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTM
|
-0.6007469
|
0
|
-1.365022e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM2
|
1.1437219
|
0
|
2.020995e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGM2
|
-0.9808827
|
0
|
-2.835589e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM3
|
1.0055148
|
0
|
2.098605e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTM
|
0.7007912
|
0
|
1.135292e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGM3
|
-0.9573366
|
0
|
-3.025026e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFTM
|
-0.6007469
|
0
|
-1.168841e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM2
|
1.1437219
|
0
|
1.906552e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGM2
|
-0.9808827
|
0
|
-2.246774e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
0.0000000
|
0
|
-5.105359e+00
|
0.0000080
|
0.0000297
|
TRUE
|
|
2011
|
WFGM3
|
1.0055148
|
0
|
3.429226e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTM
|
0.7007912
|
0
|
1.705704e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM3
|
-0.9573366
|
0
|
-4.168754e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFTM
|
-0.6007469
|
0
|
-1.829292e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM2
|
1.1437219
|
0
|
2.512554e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM2
|
-0.9808827
|
0
|
-3.459026e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
(Intercept)
|
0.0000000
|
0
|
-6.671280e+00
|
0.0000000
|
0.0000002
|
TRUE
|
|
2012
|
WFGM3
|
1.0055148
|
0
|
2.584277e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTM
|
0.7007912
|
0
|
1.116347e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGM3
|
-0.9573366
|
0
|
-2.478513e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTM
|
-0.6007469
|
0
|
-1.106147e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGM2
|
1.1437219
|
0
|
1.890021e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGM2
|
-0.9808827
|
0
|
-2.202705e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
(Intercept)
|
0.0000000
|
0
|
-2.782270e+00
|
0.0081227
|
0.0301701
|
TRUE
|
|
2013
|
WFGM3
|
1.0055148
|
0
|
2.492199e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTM
|
0.7007912
|
0
|
1.219926e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM3
|
-0.9573366
|
0
|
-3.139246e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTM
|
-0.6007469
|
0
|
-1.272171e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGM2
|
1.1437219
|
0
|
1.948472e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM2
|
-0.9808827
|
0
|
-2.576981e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
(Intercept)
|
0.0000000
|
0
|
-7.425308e+00
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
1.0055148
|
0
|
1.957268e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA3
|
0.0000000
|
0
|
2.807091e+00
|
0.0076170
|
0.0217145
|
TRUE
|
|
2014
|
WFTM
|
0.7007912
|
0
|
1.362708e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTA
|
0.0000000
|
0
|
2.728054e+00
|
0.0093375
|
0.0220704
|
TRUE
|
|
2014
|
WOR
|
0.0000000
|
0
|
-3.182779e+00
|
0.0027821
|
0.0090417
|
TRUE
|
|
2014
|
LFGM3
|
-0.9573366
|
0
|
-2.740642e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFTM
|
-0.6007469
|
0
|
-1.548221e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LDR
|
0.0000000
|
0
|
-2.607998e+00
|
0.0126477
|
0.0274034
|
TRUE
|
|
2014
|
WFGM2
|
1.1437219
|
0
|
1.677221e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA2
|
0.0000000
|
0
|
2.771500e+00
|
0.0083517
|
0.0217145
|
TRUE
|
|
2014
|
LFGM2
|
-0.9808827
|
0
|
-2.833620e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
0.0000000
|
0
|
-4.565404e+00
|
0.0000448
|
0.0001665
|
TRUE
|
|
2015
|
WFGM3
|
1.0055148
|
0
|
1.888603e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFTM
|
0.7007912
|
0
|
9.308090e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGM3
|
-0.9573366
|
0
|
-2.699831e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTM
|
-0.6007469
|
0
|
-1.300012e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGM2
|
1.1437219
|
0
|
1.830531e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGM2
|
-0.9808827
|
0
|
-2.360779e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM3
|
1.0055148
|
0
|
1.659104e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTM
|
0.7007912
|
0
|
7.915325e+14
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM3
|
-0.9573366
|
0
|
-1.893508e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTM
|
-0.6007469
|
0
|
-1.109334e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM2
|
1.1437219
|
0
|
1.457758e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM2
|
-0.9808827
|
0
|
-1.746246e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGM3
|
1.0055148
|
0
|
3.782204e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTM
|
0.7007912
|
0
|
1.974464e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WDR
|
0.0000000
|
0
|
-2.679517e+00
|
0.0105654
|
0.0392430
|
TRUE
|
|
2017
|
LFGM3
|
-0.9573366
|
0
|
-3.459743e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFTM
|
-0.6007469
|
0
|
-1.344840e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGM2
|
1.1437219
|
0
|
2.589263e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM2
|
-0.9808827
|
0
|
-3.483274e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
(Intercept)
|
0.0000000
|
0
|
-3.400327e+00
|
0.0015115
|
0.0043665
|
TRUE
|
|
2018
|
WFGM3
|
1.0055148
|
0
|
2.517858e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTM
|
0.7007912
|
0
|
1.415565e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WOR
|
0.0000000
|
0
|
2.492743e+00
|
0.0168076
|
0.0312140
|
TRUE
|
|
2018
|
WDR
|
0.0000000
|
0
|
4.351837e+00
|
0.0000876
|
0.0003253
|
TRUE
|
|
2018
|
WTO
|
0.0000000
|
0
|
-3.421180e+00
|
0.0014243
|
0.0043665
|
TRUE
|
|
2018
|
WStl
|
0.0000000
|
0
|
-2.580276e+00
|
0.0135516
|
0.0271033
|
TRUE
|
|
2018
|
LFGM3
|
-0.9573366
|
0
|
-3.485051e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTM
|
-0.6007469
|
0
|
-1.447834e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LOR
|
0.0000000
|
0
|
2.585971e+00
|
0.0133612
|
0.0271033
|
TRUE
|
|
2018
|
LTO
|
0.0000000
|
0
|
2.737882e+00
|
0.0091055
|
0.0215815
|
TRUE
|
|
2018
|
LStl
|
0.0000000
|
0
|
2.736806e+00
|
0.0091306
|
0.0215815
|
TRUE
|
|
2018
|
WFGM2
|
1.1437219
|
0
|
1.873011e+15
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGM2
|
-0.9808827
|
0
|
-2.380474e+15
|
0.0000000
|
0.0000000
|
TRUE
|
Second-Level Analysis
colnames(df_level1_tidy)[2] <- "term_level1"
df_level2_tidy <- df_level1_tidy %>%
group_by(term_level1) %>%
do(level2 = lm(estimate ~ Season, .)) %>%
tidy(level2) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05") %>%
tidy_lm_add_r_squared(., n = nrow(df_level1_tidy))
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
## Warning in summary.lm(x): essentially perfect fit: summary may be
## unreliable
df_level2_tidy %>% nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
(Intercept)
|
(Intercept)
|
0.0000000
|
0
|
3.126071e-01
|
0.7591871
|
0.7591871
|
FALSE
|
0.0002360
|
-0.0021789
|
|
(Intercept)
|
Season
|
0.0000000
|
0
|
-3.264261e-01
|
0.7489306
|
0.7591871
|
FALSE
|
0.0002573
|
-0.0021575
|
|
LAst
|
(Intercept)
|
0.0000000
|
0
|
-1.185230e-01
|
0.9073371
|
0.9076425
|
FALSE
|
0.0000339
|
-0.0023814
|
|
LAst
|
Season
|
0.0000000
|
0
|
1.181304e-01
|
0.9076425
|
0.9076425
|
FALSE
|
0.0000337
|
-0.0023817
|
|
LBlk
|
(Intercept)
|
0.0000000
|
0
|
-1.185928e+00
|
0.2553888
|
0.2554028
|
FALSE
|
0.0033857
|
0.0009784
|
|
LBlk
|
Season
|
0.0000000
|
0
|
1.185891e+00
|
0.2554028
|
0.2554028
|
FALSE
|
0.0033855
|
0.0009782
|
|
LDR
|
(Intercept)
|
0.0000000
|
0
|
1.145632e+00
|
0.2711539
|
0.2711539
|
FALSE
|
0.0031602
|
0.0007524
|
|
LDR
|
Season
|
0.0000000
|
0
|
-1.145737e+00
|
0.2711118
|
0.2711539
|
FALSE
|
0.0031608
|
0.0007530
|
|
LFGA3
|
(Intercept)
|
0.0000000
|
0
|
4.912029e-01
|
0.6308936
|
0.6308936
|
FALSE
|
0.0005825
|
-0.0018316
|
|
LFGA3
|
Season
|
0.0000000
|
0
|
-4.924225e-01
|
0.6300530
|
0.6308936
|
FALSE
|
0.0005854
|
-0.0018287
|
|
LFGM2
|
(Intercept)
|
-0.9808827
|
0
|
-1.300059e+13
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFGM2
|
Season
|
0.0000000
|
0
|
6.090890e-02
|
0.9522927
|
0.9522927
|
FALSE
|
0.0000090
|
-0.0024065
|
|
LFGM3
|
(Intercept)
|
-0.9573366
|
0
|
-1.352445e+13
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFGM3
|
Season
|
0.0000000
|
0
|
-1.947650e-01
|
0.8483751
|
0.8483751
|
FALSE
|
0.0000916
|
-0.0023236
|
|
LFTA
|
(Intercept)
|
0.0000000
|
0
|
-1.379287e+00
|
0.1894424
|
0.1894424
|
FALSE
|
0.0045742
|
0.0021698
|
|
LFTA
|
Season
|
0.0000000
|
0
|
1.383846e+00
|
0.1880721
|
0.1894424
|
FALSE
|
0.0046044
|
0.0022000
|
|
LFTM
|
(Intercept)
|
-0.6007469
|
0
|
-9.985777e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
LFTM
|
Season
|
0.0000000
|
0
|
-6.111036e-01
|
0.5509249
|
0.5509249
|
FALSE
|
0.0009012
|
-0.0015120
|
|
LOR
|
(Intercept)
|
0.0000000
|
0
|
-1.227797e+00
|
0.2397669
|
0.2401770
|
FALSE
|
0.0036281
|
0.0012214
|
|
LOR
|
Season
|
0.0000000
|
0
|
1.226672e+00
|
0.2401770
|
0.2401770
|
FALSE
|
0.0036214
|
0.0012147
|
|
LPF
|
(Intercept)
|
0.0000000
|
0
|
1.192617e+00
|
0.2528414
|
0.2533198
|
FALSE
|
0.0034238
|
0.0010166
|
|
LPF
|
Season
|
0.0000000
|
0
|
-1.191357e+00
|
0.2533198
|
0.2533198
|
FALSE
|
0.0034166
|
0.0010094
|
|
LStl
|
(Intercept)
|
0.0000000
|
0
|
-1.761807e+00
|
0.0999132
|
0.0999132
|
FALSE
|
0.0074417
|
0.0050442
|
|
LStl
|
Season
|
0.0000000
|
0
|
1.762929e+00
|
0.0997176
|
0.0999132
|
FALSE
|
0.0074511
|
0.0050537
|
|
LTO
|
(Intercept)
|
0.0000000
|
0
|
-9.385498e-01
|
0.3638730
|
0.3639821
|
FALSE
|
0.0021232
|
-0.0002871
|
|
LTO
|
Season
|
0.0000000
|
0
|
9.383299e-01
|
0.3639821
|
0.3639821
|
FALSE
|
0.0021222
|
-0.0002881
|
|
WAst
|
(Intercept)
|
0.0000000
|
0
|
1.088356e+00
|
0.2948193
|
0.2948193
|
FALSE
|
0.0028530
|
0.0004444
|
|
WAst
|
Season
|
0.0000000
|
0
|
-1.089478e+00
|
0.2943417
|
0.2948193
|
FALSE
|
0.0028589
|
0.0004503
|
|
WBlk
|
(Intercept)
|
0.0000000
|
0
|
-3.405225e-01
|
0.7385189
|
0.7398389
|
FALSE
|
0.0002800
|
-0.0021348
|
|
WBlk
|
Season
|
0.0000000
|
0
|
3.387313e-01
|
0.7398389
|
0.7398389
|
FALSE
|
0.0002771
|
-0.0021377
|
|
WDR
|
(Intercept)
|
0.0000000
|
0
|
4.246270e-02
|
0.9667295
|
0.9667457
|
FALSE
|
0.0000044
|
-0.0024111
|
|
WDR
|
Season
|
0.0000000
|
0
|
-4.244200e-02
|
0.9667457
|
0.9667457
|
FALSE
|
0.0000044
|
-0.0024111
|
|
WFGA2
|
(Intercept)
|
0.0000000
|
0
|
-6.632673e-01
|
0.5179323
|
0.5185796
|
FALSE
|
0.0010615
|
-0.0013514
|
|
WFGA2
|
Season
|
0.0000000
|
0
|
6.622262e-01
|
0.5185796
|
0.5185796
|
FALSE
|
0.0010582
|
-0.0013547
|
|
WFGA3
|
(Intercept)
|
0.0000000
|
0
|
-1.777355e-01
|
0.8614767
|
0.8614767
|
FALSE
|
0.0000763
|
-0.0023390
|
|
WFGA3
|
Season
|
0.0000000
|
0
|
1.781881e-01
|
0.8611279
|
0.8614767
|
FALSE
|
0.0000767
|
-0.0023386
|
|
WFGM2
|
(Intercept)
|
1.1437219
|
0
|
1.171219e+13
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM2
|
Season
|
0.0000000
|
0
|
-7.932976e-01
|
0.4408427
|
0.4408427
|
FALSE
|
0.0015178
|
-0.0008940
|
|
WFGM3
|
(Intercept)
|
1.0055148
|
0
|
1.118114e+13
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFGM3
|
Season
|
0.0000000
|
0
|
3.650093e-01
|
0.7205595
|
0.7205595
|
FALSE
|
0.0003217
|
-0.0020930
|
|
WFTA
|
(Intercept)
|
0.0000000
|
0
|
-1.642764e+00
|
0.1226942
|
0.1228061
|
FALSE
|
0.0064763
|
0.0040765
|
|
WFTA
|
Season
|
0.0000000
|
0
|
1.642228e+00
|
0.1228061
|
0.1228061
|
FALSE
|
0.0064721
|
0.0040723
|
|
WFTM
|
(Intercept)
|
0.7007912
|
0
|
8.550230e+12
|
0.0000000
|
0.0000000
|
TRUE
|
1.0000000
|
1.0000000
|
|
WFTM
|
Season
|
0.0000000
|
0
|
-1.097353e+00
|
0.2910033
|
0.2910033
|
FALSE
|
0.0029002
|
0.0004918
|
|
WOR
|
(Intercept)
|
0.0000000
|
0
|
2.572066e-01
|
0.8007610
|
0.8008755
|
FALSE
|
0.0001598
|
-0.0022553
|
|
WOR
|
Season
|
0.0000000
|
0
|
-2.570553e-01
|
0.8008755
|
0.8008755
|
FALSE
|
0.0001596
|
-0.0022555
|
|
WPF
|
(Intercept)
|
0.0000000
|
0
|
1.082738e+00
|
0.2972212
|
0.2972212
|
FALSE
|
0.0028237
|
0.0004151
|
|
WPF
|
Season
|
0.0000000
|
0
|
-1.085127e+00
|
0.2961983
|
0.2972212
|
FALSE
|
0.0028361
|
0.0004275
|
|
WStl
|
(Intercept)
|
0.0000000
|
0
|
1.455319e+00
|
0.1676361
|
0.1678587
|
FALSE
|
0.0050898
|
0.0026866
|
|
WStl
|
Season
|
0.0000000
|
0
|
-1.454503e+00
|
0.1678587
|
0.1678587
|
FALSE
|
0.0050841
|
0.0026809
|
|
WTO
|
(Intercept)
|
0.0000000
|
0
|
6.611030e-01
|
0.5192784
|
0.5192784
|
FALSE
|
0.0010546
|
-0.0013583
|
|
WTO
|
Season
|
0.0000000
|
0
|
-6.617312e-01
|
0.5188875
|
0.5192784
|
FALSE
|
0.0010566
|
-0.0013563
|
Significant Only
df_level2_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
LFGM2
|
(Intercept)
|
-0.9808827
|
0
|
-1.300059e+13
|
0
|
0
|
TRUE
|
1
|
1
|
|
LFGM3
|
(Intercept)
|
-0.9573366
|
0
|
-1.352445e+13
|
0
|
0
|
TRUE
|
1
|
1
|
|
LFTM
|
(Intercept)
|
-0.6007469
|
0
|
-9.985777e+12
|
0
|
0
|
TRUE
|
1
|
1
|
|
WFGM2
|
(Intercept)
|
1.1437219
|
0
|
1.171219e+13
|
0
|
0
|
TRUE
|
1
|
1
|
|
WFGM3
|
(Intercept)
|
1.0055148
|
0
|
1.118114e+13
|
0
|
0
|
TRUE
|
1
|
1
|
|
WFTM
|
(Intercept)
|
0.7007912
|
0
|
8.550230e+12
|
0
|
0
|
TRUE
|
1
|
1
|
Combined
df_regular_season <- df_regular_season %>%
mutate(type = -0.5)
df_ncaa_tourney <- df_ncaa_tourney %>%
mutate(type = 0.5)
df_combined <- rbind(df_regular_season, df_ncaa_tourney)
Summary
summary(df_combined) %>%
nice_tables() %>%
scroll_box(width = "100%")
|
|
Season </th>
|
WFGM3 </th>
|
WFGA3 </th>
|
WFTM </th>
|
WFTA </th>
|
WOR </th>
|
WDR </th>
|
WAst </th>
|
WTO </th>
|
WStl </th>
|
WBlk </th>
|
WPF </th>
|
LFGM3 </th>
|
LFGA3 </th>
|
LFTM </th>
|
LFTA </th>
|
LOR </th>
|
LDR </th>
|
LAst </th>
|
LTO </th>
|
LStl </th>
|
LBlk </th>
|
LPF </th>
|
WFGM2 </th>
|
WFGA2 </th>
|
LFGM2 </th>
|
LFGA2 </th>
|
diff_score
|
team_id_pair
|
type </th>
|
|
|
Min. :2003
|
Min. :-2.38415
|
Min. :-3.00802
|
Min. :-2.62984
|
Min. :-2.80023
|
Min. :-2.673827
|
Min. :-4.2024
|
Min. :-3.1118
|
Min. :-2.978797
|
Min. :-2.2418
|
Min. :-1.5539
|
Min. :-3.5004
|
Min. :-2.238839
|
Min. :-3.10974
|
Min. :-2.27323
|
Min. :-2.52914
|
Min. :-2.6569
|
Min. :-3.8708
|
Min. :-3.0640
|
Min. :-3.24720
|
Min. :-2.175211
|
Min. :-1.43327
|
Min. :-3.49597
|
Min. :-3.616074
|
Min. :-3.91814
|
Min. :-3.3739
|
Min. :-5.70169
|
Min. :-1.2104
|
Length:83089
|
Min. :-0.5000
|
|
|
1st Qu.:2007
|
1st Qu.:-0.66693
|
1st Qu.:-0.75224
|
1st Qu.:-0.66490
|
1st Qu.:-0.71015
|
1st Qu.:-0.717250
|
1st Qu.:-0.7321
|
1st Qu.:-0.6190
|
1st Qu.:-0.748501
|
1st Qu.:-0.6479
|
1st Qu.:-0.7444
|
1st Qu.:-0.6010
|
1st Qu.:-0.723445
|
1st Qu.:-0.73557
|
1st Qu.:-0.78347
|
1st Qu.:-0.71205
|
1st Qu.:-0.7571
|
1st Qu.:-0.7802
|
1st Qu.:-0.6524
|
1st Qu.:-0.75952
|
1st Qu.:-0.731400
|
1st Qu.:-0.91683
|
1st Qu.:-0.62448
|
1st Qu.:-0.639179
|
1st Qu.:-0.62040
|
1st Qu.:-0.5893
|
1st Qu.:-0.62684
|
1st Qu.:-0.7599
|
Class :character
|
1st Qu.:-0.5000
|
|
|
Median :2011
|
Median :-0.01028
|
Median :-0.05815
|
Median :-0.02558
|
Median :-0.09542
|
Median : 0.007277
|
Median :-0.1197
|
Median :-0.1658
|
Median :-0.005069
|
Median :-0.0103
|
Median :-0.3397
|
Median :-0.1177
|
Median : 0.000927
|
Median :-0.05724
|
Median :-0.03899
|
Median :-0.01317
|
Median :-0.0447
|
Median :-0.1179
|
Median :-0.1165
|
Median :-0.08106
|
Median :-0.009494
|
Median : 0.06329
|
Median : 0.03818
|
Median :-0.001273
|
Median :-0.09276
|
Median :-0.1252
|
Median :-0.02979
|
Median :-0.2159
|
Mode :character
|
Median :-0.5000
|
|
|
Mean :2011
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.000000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.00000
|
Mean : 0.000000
|
Mean : 0.00000
|
Mean : 0.0000
|
Mean : 0.00000
|
Mean : 0.0000
|
NA
|
Mean :-0.4874
|
|
|
3rd Qu.:2015
|
3rd Qu.: 0.64638
|
3rd Qu.: 0.63594
|
3rd Qu.: 0.61374
|
3rd Qu.: 0.64225
|
3rd Qu.: 0.731804
|
3rd Qu.: 0.6969
|
3rd Qu.: 0.6409
|
3rd Qu.: 0.738364
|
3rd Qu.: 0.6273
|
3rd Qu.: 0.4698
|
3rd Qu.: 0.6071
|
3rd Qu.: 0.725300
|
3rd Qu.: 0.62109
|
3rd Qu.: 0.70550
|
3rd Qu.: 0.68570
|
3rd Qu.: 0.6677
|
3rd Qu.: 0.5443
|
3rd Qu.: 0.6873
|
3rd Qu.: 0.59740
|
3rd Qu.: 0.712411
|
3rd Qu.: 0.55336
|
3rd Qu.: 0.70083
|
3rd Qu.: 0.636634
|
3rd Qu.: 0.69870
|
3rd Qu.: 0.5709
|
3rd Qu.: 0.71651
|
3rd Qu.: 0.4369
|
NA
|
3rd Qu.:-0.5000
|
|
|
Max. :2018
|
Max. : 6.22792
|
Max. : 6.53567
|
Max. : 5.08901
|
Max. : 5.43714
|
Max. : 6.528022
|
Max. : 5.5962
|
Max. : 5.7263
|
Max. : 4.951145
|
Max. : 6.0467
|
Max. : 6.9457
|
Max. : 5.6811
|
Max. : 5.795908
|
Max. : 6.55651
|
Max. : 5.54467
|
Max. : 5.99718
|
Max. : 5.8920
|
Max. : 6.0633
|
Max. : 5.2425
|
Max. : 6.02507
|
Max. : 5.765750
|
Max. : 7.41426
|
Max. : 5.56027
|
Max. : 6.165153
|
Max. : 5.71126
|
Max. : 5.4439
|
Max. : 4.44802
|
Max. : 6.8560
|
NA
|
Max. : 0.5000
|
Correlation Matrix
df_combined %>%
select(-team_id_pair, -type) %>%
cor() %>%
reshape2::melt(., id = "Season") %>%
ggplot(., aes(Var1, Var2, fill = value)) +
geom_raster() +
theme_minimal() +
theme(axis.text.x = element_text(hjust = 1, angle = 45)) +
labs(x = "Metric",
y = "Metric",
fill = "Correlation") +
scale_fill_distiller(palette = "RdBu", limits = c(-1, 1))

First-Level Analysis
df_level1_tidy <- df_combined %>%
select(-team_id_pair) %>%
group_by(Season) %>%
do(level1 = lm(diff_score ~ ., data = .)) %>%
tidy(level1) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05")
df_level1_tidy %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0128208
|
0.0008243
|
15.5528459
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM3
|
0.9934708
|
0.0005533
|
1795.5985123
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA3
|
-0.0003550
|
0.0008570
|
-0.4142289
|
0.6787256
|
0.7282186
|
FALSE
|
|
2003
|
WFTM
|
0.6797602
|
0.0006970
|
975.3190227
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTA
|
0.0004976
|
0.0008665
|
0.5742883
|
0.5658005
|
0.7282186
|
FALSE
|
|
2003
|
WOR
|
0.0004161
|
0.0006212
|
0.6698796
|
0.5029678
|
0.7282186
|
FALSE
|
|
2003
|
WDR
|
0.0013688
|
0.0004436
|
3.0853197
|
0.0020453
|
0.0052062
|
TRUE
|
|
2003
|
WAst
|
0.0001400
|
0.0002664
|
0.5257075
|
0.5991165
|
0.7282186
|
FALSE
|
|
2003
|
WTO
|
-0.0008102
|
0.0004141
|
-1.9566506
|
0.0504483
|
0.1086579
|
FALSE
|
|
2003
|
WStl
|
0.0002725
|
0.0002705
|
1.0072061
|
0.3138881
|
0.5493042
|
FALSE
|
|
2003
|
WBlk
|
-0.0000816
|
0.0002134
|
-0.3823614
|
0.7022108
|
0.7282186
|
FALSE
|
|
2003
|
WPF
|
-0.0000177
|
0.0003847
|
-0.0460167
|
0.9632989
|
0.9632989
|
FALSE
|
|
2003
|
LFGM3
|
-0.6923901
|
0.0247569
|
-27.9675979
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA3
|
-0.4457074
|
0.0528520
|
-8.4331221
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTM
|
-0.5836950
|
0.0005406
|
-1079.7700673
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTA
|
-0.0004335
|
0.0005972
|
-0.7257819
|
0.4680090
|
0.7280140
|
FALSE
|
|
2003
|
LOR
|
0.0000957
|
0.0002235
|
0.4282470
|
0.6684911
|
0.7282186
|
FALSE
|
|
2003
|
LDR
|
-0.0010372
|
0.0006134
|
-1.6909655
|
0.0909104
|
0.1818208
|
FALSE
|
|
2003
|
LAst
|
-0.0000950
|
0.0002369
|
-0.4009675
|
0.6884625
|
0.7282186
|
FALSE
|
|
2003
|
LTO
|
0.0009990
|
0.0004605
|
2.1691203
|
0.0301240
|
0.0702894
|
FALSE
|
|
2003
|
LStl
|
-0.0001517
|
0.0002518
|
-0.6025869
|
0.5468129
|
0.7282186
|
FALSE
|
|
2003
|
LBlk
|
0.0000867
|
0.0002099
|
0.4131389
|
0.6795239
|
0.7282186
|
FALSE
|
|
2003
|
LPF
|
-0.0003553
|
0.0004167
|
-0.8526164
|
0.3939160
|
0.6488027
|
FALSE
|
|
2003
|
WFGM2
|
1.0244417
|
0.0007220
|
1418.8187455
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGA2
|
-0.0013189
|
0.0011134
|
-1.1845802
|
0.2362440
|
0.4409887
|
FALSE
|
|
2003
|
LFGM2
|
-0.6113173
|
0.0386235
|
-15.8276199
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA2
|
-0.5064335
|
0.0600651
|
-8.4314158
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
type
|
0.0259741
|
0.0016302
|
15.9333690
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
-0.0043045
|
0.0007182
|
-5.9934731
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGM3
|
0.9940021
|
0.0004784
|
2077.9029650
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA3
|
-0.0010580
|
0.0007629
|
-1.3867353
|
0.1655896
|
0.3311792
|
FALSE
|
|
2004
|
WFTM
|
0.6812417
|
0.0006046
|
1126.7731275
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTA
|
0.0002111
|
0.0007501
|
0.2813714
|
0.7784382
|
0.8072692
|
FALSE
|
|
2004
|
WOR
|
0.0006712
|
0.0005500
|
1.2204179
|
0.2223690
|
0.3891457
|
FALSE
|
|
2004
|
WDR
|
0.0006830
|
0.0004021
|
1.6987651
|
0.0894310
|
0.2276425
|
FALSE
|
|
2004
|
WAst
|
0.0004961
|
0.0002400
|
2.0667704
|
0.0388115
|
0.1086723
|
FALSE
|
|
2004
|
WTO
|
-0.0001473
|
0.0003734
|
-0.3945052
|
0.6932263
|
0.7465514
|
FALSE
|
|
2004
|
WStl
|
0.0001819
|
0.0002405
|
0.7564833
|
0.4493982
|
0.5472970
|
FALSE
|
|
2004
|
WBlk
|
-0.0001462
|
0.0001934
|
-0.7562043
|
0.4495654
|
0.5472970
|
FALSE
|
|
2004
|
WPF
|
0.0003034
|
0.0003352
|
0.9050566
|
0.3654827
|
0.5116758
|
FALSE
|
|
2004
|
LFGM3
|
-0.9326869
|
0.0199897
|
-46.6584618
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA3
|
0.0664602
|
0.0426941
|
1.5566587
|
0.1196202
|
0.2584629
|
FALSE
|
|
2004
|
LFTM
|
-0.5842983
|
0.0004708
|
-1241.0976927
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFTA
|
-0.0005033
|
0.0005139
|
-0.9795099
|
0.3273795
|
0.5053013
|
FALSE
|
|
2004
|
LOR
|
-0.0001859
|
0.0001960
|
-0.9485819
|
0.3428830
|
0.5053013
|
FALSE
|
|
2004
|
LDR
|
0.0003448
|
0.0005311
|
0.6492503
|
0.5162090
|
0.5781540
|
FALSE
|
|
2004
|
LAst
|
-0.0001705
|
0.0002129
|
-0.8008502
|
0.4232597
|
0.5472970
|
FALSE
|
|
2004
|
LTO
|
0.0004515
|
0.0004120
|
1.0958707
|
0.2731927
|
0.4499644
|
FALSE
|
|
2004
|
LStl
|
0.0000099
|
0.0002283
|
0.0434630
|
0.9653343
|
0.9653343
|
FALSE
|
|
2004
|
LBlk
|
0.0001250
|
0.0001907
|
0.6558673
|
0.5119422
|
0.5781540
|
FALSE
|
|
2004
|
LPF
|
-0.0010754
|
0.0003630
|
-2.9624514
|
0.0030676
|
0.0095436
|
TRUE
|
|
2004
|
WFGM2
|
1.0244606
|
0.0006316
|
1622.0162764
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGA2
|
-0.0012565
|
0.0009886
|
-1.2709260
|
0.2038191
|
0.3804624
|
FALSE
|
|
2004
|
LFGM2
|
-0.9863278
|
0.0311913
|
-31.6219323
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGA2
|
0.0754557
|
0.0485227
|
1.5550593
|
0.1200006
|
0.2584629
|
FALSE
|
|
2004
|
type
|
-0.0082746
|
0.0014240
|
-5.8107630
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
(Intercept)
|
-0.0040437
|
0.0007815
|
-5.1741274
|
0.0000002
|
0.0000010
|
TRUE
|
|
2005
|
WFGM3
|
0.9934879
|
0.0005325
|
1865.8495639
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA3
|
0.0004036
|
0.0008407
|
0.4800222
|
0.6312339
|
0.7116456
|
FALSE
|
|
2005
|
WFTM
|
0.6802143
|
0.0006549
|
1038.5931133
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTA
|
0.0003840
|
0.0008098
|
0.4741739
|
0.6353979
|
0.7116456
|
FALSE
|
|
2005
|
WOR
|
-0.0006514
|
0.0006061
|
-1.0747365
|
0.2825477
|
0.4653727
|
FALSE
|
|
2005
|
WDR
|
0.0003391
|
0.0004338
|
0.7816207
|
0.4344768
|
0.5793024
|
FALSE
|
|
2005
|
WAst
|
-0.0000883
|
0.0002525
|
-0.3497853
|
0.7265155
|
0.7824013
|
FALSE
|
|
2005
|
WTO
|
-0.0002787
|
0.0004067
|
-0.6853750
|
0.4931410
|
0.6276341
|
FALSE
|
|
2005
|
WStl
|
0.0000040
|
0.0002553
|
0.0155841
|
0.9875669
|
0.9875669
|
FALSE
|
|
2005
|
WBlk
|
-0.0002200
|
0.0002007
|
-1.0964740
|
0.2729274
|
0.4653727
|
FALSE
|
|
2005
|
WPF
|
-0.0006968
|
0.0003522
|
-1.9785273
|
0.0479274
|
0.1118306
|
FALSE
|
|
2005
|
LFGM3
|
-0.9507857
|
0.0200884
|
-47.3300696
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA3
|
0.1054699
|
0.0428837
|
2.4594415
|
0.0139510
|
0.0355117
|
TRUE
|
|
2005
|
LFTM
|
-0.5846786
|
0.0005071
|
-1152.9481647
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFTA
|
0.0008065
|
0.0005503
|
1.4653680
|
0.1428873
|
0.2857746
|
FALSE
|
|
2005
|
LOR
|
0.0003878
|
0.0002112
|
1.8359593
|
0.0664267
|
0.1430728
|
FALSE
|
|
2005
|
LDR
|
-0.0005815
|
0.0005979
|
-0.9725720
|
0.3308160
|
0.4875183
|
FALSE
|
|
2005
|
LAst
|
0.0002390
|
0.0002350
|
1.0168732
|
0.3092660
|
0.4810804
|
FALSE
|
|
2005
|
LTO
|
-0.0000478
|
0.0004481
|
-0.1065873
|
0.9151210
|
0.9490143
|
FALSE
|
|
2005
|
LStl
|
0.0001469
|
0.0002408
|
0.6100143
|
0.5418817
|
0.6596821
|
FALSE
|
|
2005
|
LBlk
|
-0.0005459
|
0.0001961
|
-2.7841525
|
0.0053882
|
0.0167633
|
TRUE
|
|
2005
|
LPF
|
0.0003263
|
0.0003903
|
0.8360206
|
0.4031857
|
0.5644600
|
FALSE
|
|
2005
|
WFGM2
|
1.0236810
|
0.0007032
|
1455.8429280
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFGA2
|
0.0013421
|
0.0010976
|
1.2227153
|
0.2214984
|
0.4134637
|
FALSE
|
|
2005
|
LFGM2
|
-1.0149416
|
0.0313518
|
-32.3726927
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA2
|
0.1199602
|
0.0487520
|
2.4606210
|
0.0139053
|
0.0355117
|
TRUE
|
|
2005
|
type
|
-0.0078648
|
0.0015494
|
-5.0759304
|
0.0000004
|
0.0000014
|
TRUE
|
|
2006
|
(Intercept)
|
-0.0098970
|
0.0006607
|
-14.9805252
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGM3
|
0.9936465
|
0.0004521
|
2197.8634924
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA3
|
0.0004941
|
0.0007365
|
0.6708341
|
0.5023586
|
0.7033020
|
FALSE
|
|
2006
|
WFTM
|
0.6805276
|
0.0005765
|
1180.5237305
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTA
|
-0.0003599
|
0.0007047
|
-0.5107519
|
0.6095483
|
0.7111397
|
FALSE
|
|
2006
|
WOR
|
-0.0006691
|
0.0005329
|
-1.2556281
|
0.2093121
|
0.3907158
|
FALSE
|
|
2006
|
WDR
|
0.0002784
|
0.0003700
|
0.7523993
|
0.4518479
|
0.6955497
|
FALSE
|
|
2006
|
WAst
|
0.0001153
|
0.0002124
|
0.5428618
|
0.5872502
|
0.7111397
|
FALSE
|
|
2006
|
WTO
|
-0.0000643
|
0.0003527
|
-0.1824176
|
0.8552627
|
0.8890889
|
FALSE
|
|
2006
|
WStl
|
0.0004617
|
0.0002181
|
2.1172489
|
0.0342901
|
0.0872839
|
FALSE
|
|
2006
|
WBlk
|
0.0002477
|
0.0001678
|
1.4758370
|
0.1400533
|
0.3016533
|
FALSE
|
|
2006
|
WPF
|
0.0000110
|
0.0003004
|
0.0364509
|
0.9709243
|
0.9709243
|
FALSE
|
|
2006
|
LFGM3
|
-1.0861141
|
0.0181110
|
-59.9696915
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA3
|
0.3952022
|
0.0386621
|
10.2219457
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTM
|
-0.5847252
|
0.0004360
|
-1341.1672989
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTA
|
0.0000842
|
0.0004684
|
0.1797763
|
0.8573358
|
0.8890889
|
FALSE
|
|
2006
|
LOR
|
-0.0000500
|
0.0001837
|
-0.2722349
|
0.7854531
|
0.8797075
|
FALSE
|
|
2006
|
LDR
|
-0.0004457
|
0.0005002
|
-0.8910607
|
0.3729413
|
0.6444173
|
FALSE
|
|
2006
|
LAst
|
-0.0001088
|
0.0001954
|
-0.5567255
|
0.5777410
|
0.7111397
|
FALSE
|
|
2006
|
LTO
|
-0.0005300
|
0.0003845
|
-1.3784565
|
0.1681267
|
0.3362534
|
FALSE
|
|
2006
|
LStl
|
-0.0001462
|
0.0002033
|
-0.7193178
|
0.4719802
|
0.6955497
|
FALSE
|
|
2006
|
LBlk
|
0.0000916
|
0.0001639
|
0.5589574
|
0.5762169
|
0.7111397
|
FALSE
|
|
2006
|
LPF
|
0.0005164
|
0.0003310
|
1.5602593
|
0.1187646
|
0.2771175
|
FALSE
|
|
2006
|
WFGM2
|
1.0237464
|
0.0005905
|
1733.8263456
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGA2
|
0.0008124
|
0.0009475
|
0.8574242
|
0.3912534
|
0.6444173
|
FALSE
|
|
2006
|
LFGM2
|
-1.2269682
|
0.0282506
|
-43.4315397
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA2
|
0.4494678
|
0.0439366
|
10.2299085
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
type
|
-0.0200553
|
0.0013130
|
-15.2740869
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
(Intercept)
|
-0.0112160
|
0.0008201
|
-13.6759316
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM3
|
0.9936291
|
0.0005410
|
1836.6865577
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA3
|
-0.0009929
|
0.0008711
|
-1.1398894
|
0.2543861
|
0.3957118
|
FALSE
|
|
2007
|
WFTM
|
0.6802025
|
0.0006824
|
996.7330668
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTA
|
0.0002211
|
0.0008542
|
0.2587886
|
0.7958088
|
0.7958088
|
FALSE
|
|
2007
|
WOR
|
0.0010460
|
0.0006358
|
1.6452282
|
0.0999847
|
0.1915154
|
FALSE
|
|
2007
|
WDR
|
0.0012475
|
0.0004526
|
2.7563897
|
0.0058652
|
0.0149296
|
TRUE
|
|
2007
|
WAst
|
0.0007491
|
0.0002663
|
2.8134503
|
0.0049201
|
0.0137764
|
TRUE
|
|
2007
|
WTO
|
-0.0011051
|
0.0004236
|
-2.6087858
|
0.0091130
|
0.0212638
|
TRUE
|
|
2007
|
WStl
|
-0.0003087
|
0.0002693
|
-1.1462621
|
0.2517407
|
0.3957118
|
FALSE
|
|
2007
|
WBlk
|
0.0001645
|
0.0002058
|
0.7992127
|
0.4242044
|
0.5164228
|
FALSE
|
|
2007
|
WPF
|
-0.0005289
|
0.0003641
|
-1.4526230
|
0.1463902
|
0.2561829
|
FALSE
|
|
2007
|
LFGM3
|
-0.8770625
|
0.0227129
|
-38.6151917
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGA3
|
-0.0516214
|
0.0484882
|
-1.0646177
|
0.2870996
|
0.4009660
|
FALSE
|
|
2007
|
LFTM
|
-0.5832563
|
0.0005212
|
-1119.0331683
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTA
|
-0.0003329
|
0.0005690
|
-0.5850071
|
0.5585689
|
0.6255972
|
FALSE
|
|
2007
|
LOR
|
0.0000600
|
0.0002172
|
0.2763214
|
0.7823125
|
0.7958088
|
FALSE
|
|
2007
|
LDR
|
-0.0005627
|
0.0006086
|
-0.9245387
|
0.3552498
|
0.4521361
|
FALSE
|
|
2007
|
LAst
|
0.0002527
|
0.0002442
|
1.0349864
|
0.3007245
|
0.4009660
|
FALSE
|
|
2007
|
LTO
|
0.0014422
|
0.0004641
|
3.1074978
|
0.0018972
|
0.0059024
|
TRUE
|
|
2007
|
LStl
|
0.0001214
|
0.0002472
|
0.4911573
|
0.6233364
|
0.6712854
|
FALSE
|
|
2007
|
LBlk
|
-0.0003519
|
0.0002037
|
-1.7274183
|
0.0841534
|
0.1812534
|
FALSE
|
|
2007
|
LPF
|
-0.0006450
|
0.0003951
|
-1.6326836
|
0.1025975
|
0.1915154
|
FALSE
|
|
2007
|
WFGM2
|
1.0236576
|
0.0007155
|
1430.6365536
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGA2
|
-0.0008372
|
0.0011370
|
-0.7363495
|
0.4615520
|
0.5384773
|
FALSE
|
|
2007
|
LFGM2
|
-0.8991327
|
0.0354436
|
-25.3679705
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGA2
|
-0.0589496
|
0.0551105
|
-1.0696610
|
0.2848228
|
0.4009660
|
FALSE
|
|
2007
|
type
|
-0.0222842
|
0.0016350
|
-13.6291543
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0163905
|
0.0007699
|
21.2894271
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM3
|
0.9942179
|
0.0004966
|
2001.9374057
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA3
|
-0.0014300
|
0.0008004
|
-1.7866986
|
0.0740445
|
0.1295778
|
FALSE
|
|
2008
|
WFTM
|
0.6818090
|
0.0006295
|
1083.1220830
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFTA
|
-0.0012098
|
0.0007812
|
-1.5485398
|
0.1215533
|
0.2002054
|
FALSE
|
|
2008
|
WOR
|
0.0010781
|
0.0005843
|
1.8452552
|
0.0650573
|
0.1295778
|
FALSE
|
|
2008
|
WDR
|
0.0009725
|
0.0004150
|
2.3432643
|
0.0191533
|
0.0487539
|
TRUE
|
|
2008
|
WAst
|
0.0002712
|
0.0002410
|
1.1253440
|
0.2604953
|
0.3315394
|
FALSE
|
|
2008
|
WTO
|
-0.0007715
|
0.0003867
|
-1.9953264
|
0.0460594
|
0.1074719
|
FALSE
|
|
2008
|
WStl
|
-0.0000602
|
0.0002484
|
-0.2421427
|
0.8086791
|
0.8708852
|
FALSE
|
|
2008
|
WBlk
|
-0.0000476
|
0.0001928
|
-0.2470466
|
0.8048819
|
0.8708852
|
FALSE
|
|
2008
|
WPF
|
-0.0000512
|
0.0003300
|
-0.1552656
|
0.8766180
|
0.9090853
|
FALSE
|
|
2008
|
LFGM3
|
-0.7116036
|
0.0200691
|
-35.4577144
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA3
|
-0.4057318
|
0.0428413
|
-9.4705662
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTM
|
-0.5832760
|
0.0004873
|
-1196.8469325
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTA
|
-0.0009607
|
0.0005242
|
-1.8326305
|
0.0669147
|
0.1295778
|
FALSE
|
|
2008
|
LOR
|
0.0001434
|
0.0002015
|
0.7117730
|
0.4766373
|
0.5560768
|
FALSE
|
|
2008
|
LDR
|
0.0004455
|
0.0005642
|
0.7895859
|
0.4298056
|
0.5232416
|
FALSE
|
|
2008
|
LAst
|
0.0002798
|
0.0002216
|
1.2621528
|
0.2069504
|
0.2897306
|
FALSE
|
|
2008
|
LTO
|
0.0005161
|
0.0004296
|
1.2014068
|
0.2296482
|
0.3061976
|
FALSE
|
|
2008
|
LStl
|
0.0003456
|
0.0002324
|
1.4869903
|
0.1370780
|
0.2132325
|
FALSE
|
|
2008
|
LBlk
|
0.0000017
|
0.0001882
|
0.0089336
|
0.9928725
|
0.9928725
|
FALSE
|
|
2008
|
LPF
|
-0.0004769
|
0.0003625
|
-1.3155654
|
0.1883779
|
0.2776096
|
FALSE
|
|
2008
|
WFGM2
|
1.0250386
|
0.0006669
|
1536.9165664
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGA2
|
-0.0018954
|
0.0010505
|
-1.8042434
|
0.0712510
|
0.1295778
|
FALSE
|
|
2008
|
LFGM2
|
-0.6413789
|
0.0313096
|
-20.4850593
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA2
|
-0.4607854
|
0.0486910
|
-9.4634701
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
type
|
0.0325517
|
0.0015366
|
21.1837926
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
(Intercept)
|
0.0146876
|
0.0007673
|
19.1428995
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM3
|
0.9948322
|
0.0004969
|
2001.9852986
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA3
|
-0.0009643
|
0.0007849
|
-1.2285464
|
0.2192966
|
0.3411281
|
FALSE
|
|
2009
|
WFTM
|
0.6814715
|
0.0006235
|
1092.9279475
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTA
|
-0.0002254
|
0.0007639
|
-0.2950697
|
0.7679522
|
0.8270255
|
FALSE
|
|
2009
|
WOR
|
0.0007389
|
0.0005717
|
1.2924261
|
0.1962661
|
0.3367746
|
FALSE
|
|
2009
|
WDR
|
0.0006086
|
0.0004154
|
1.4652798
|
0.1429041
|
0.2858082
|
FALSE
|
|
2009
|
WAst
|
0.0000771
|
0.0002435
|
0.3167452
|
0.7514495
|
0.8270255
|
FALSE
|
|
2009
|
WTO
|
-0.0006591
|
0.0003946
|
-1.6703914
|
0.0949012
|
0.2415666
|
FALSE
|
|
2009
|
WStl
|
-0.0001091
|
0.0002551
|
-0.4277174
|
0.6688743
|
0.7803534
|
FALSE
|
|
2009
|
WBlk
|
-0.0000931
|
0.0001930
|
-0.4826366
|
0.6293738
|
0.7661942
|
FALSE
|
|
2009
|
WPF
|
0.0002273
|
0.0003366
|
0.6754348
|
0.4994291
|
0.6356371
|
FALSE
|
|
2009
|
LFGM3
|
-0.8552895
|
0.0201650
|
-42.4144604
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGA3
|
-0.0997701
|
0.0430586
|
-2.3170738
|
0.0205377
|
0.0585612
|
FALSE
|
|
2009
|
LFTM
|
-0.5848098
|
0.0004848
|
-1206.3246547
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTA
|
-0.0004662
|
0.0005218
|
-0.8934679
|
0.3716473
|
0.5476908
|
FALSE
|
|
2009
|
LOR
|
0.0003209
|
0.0001980
|
1.6209210
|
0.1050942
|
0.2452199
|
FALSE
|
|
2009
|
LDR
|
0.0007128
|
0.0005525
|
1.2902362
|
0.1970251
|
0.3367746
|
FALSE
|
|
2009
|
LAst
|
0.0001905
|
0.0002245
|
0.8488840
|
0.3959843
|
0.5543780
|
FALSE
|
|
2009
|
LTO
|
0.0003166
|
0.0004333
|
0.7307377
|
0.4649718
|
0.6199623
|
FALSE
|
|
2009
|
LStl
|
0.0003722
|
0.0002392
|
1.5561753
|
0.1197263
|
0.2578720
|
FALSE
|
|
2009
|
LBlk
|
-0.0000481
|
0.0001881
|
-0.2558072
|
0.7981097
|
0.8276693
|
FALSE
|
|
2009
|
LPF
|
-0.0000618
|
0.0003685
|
-0.1677705
|
0.8667703
|
0.8667703
|
FALSE
|
|
2009
|
WFGM2
|
1.0254889
|
0.0006552
|
1565.2512385
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGA2
|
-0.0012923
|
0.0010183
|
-1.2690748
|
0.2044703
|
0.3367746
|
FALSE
|
|
2009
|
LFGM2
|
-0.8656444
|
0.0314713
|
-27.5058593
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGA2
|
-0.1130654
|
0.0489415
|
-2.3102128
|
0.0209147
|
0.0585612
|
FALSE
|
|
2009
|
type
|
0.0294726
|
0.0015328
|
19.2279710
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
(Intercept)
|
-0.0091922
|
0.0007551
|
-12.1737312
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM3
|
0.9933551
|
0.0004952
|
2006.0790591
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA3
|
0.0003776
|
0.0008195
|
0.4607269
|
0.6450134
|
0.9973642
|
FALSE
|
|
2010
|
WFTM
|
0.6797422
|
0.0006143
|
1106.5971390
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTA
|
0.0005430
|
0.0007674
|
0.7076138
|
0.4792163
|
0.8945370
|
FALSE
|
|
2010
|
WOR
|
-0.0001610
|
0.0005921
|
-0.2718446
|
0.7857521
|
0.9973642
|
FALSE
|
|
2010
|
WDR
|
0.0004267
|
0.0004055
|
1.0523082
|
0.2927061
|
0.7450702
|
FALSE
|
|
2010
|
WAst
|
0.0004102
|
0.0002376
|
1.7264185
|
0.0843304
|
0.2623614
|
FALSE
|
|
2010
|
WTO
|
0.0000328
|
0.0003846
|
0.0852369
|
0.9320763
|
0.9973642
|
FALSE
|
|
2010
|
WStl
|
0.0000237
|
0.0002514
|
0.0944457
|
0.9247587
|
0.9973642
|
FALSE
|
|
2010
|
WBlk
|
0.0000481
|
0.0001805
|
0.2662706
|
0.7900412
|
0.9973642
|
FALSE
|
|
2010
|
WPF
|
0.0002648
|
0.0003281
|
0.8068910
|
0.4197655
|
0.8803407
|
FALSE
|
|
2010
|
LFGM3
|
-0.9087889
|
0.0295218
|
-30.7836069
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGA3
|
0.0162295
|
0.0630395
|
0.2574496
|
0.7968417
|
0.9973642
|
FALSE
|
|
2010
|
LFTM
|
-0.5843324
|
0.0004630
|
-1261.9239967
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFTA
|
-0.0000592
|
0.0004991
|
-0.1185929
|
0.9056024
|
0.9973642
|
FALSE
|
|
2010
|
LOR
|
0.0000060
|
0.0001947
|
0.0308421
|
0.9753966
|
0.9973642
|
FALSE
|
|
2010
|
LDR
|
-0.0004294
|
0.0005563
|
-0.7719637
|
0.4401703
|
0.8803407
|
FALSE
|
|
2010
|
LAst
|
-0.0000821
|
0.0002225
|
-0.3688795
|
0.7122323
|
0.9973642
|
FALSE
|
|
2010
|
LTO
|
-0.0000245
|
0.0004291
|
-0.0570679
|
0.9544933
|
0.9973642
|
FALSE
|
|
2010
|
LStl
|
-0.0001814
|
0.0002309
|
-0.7855490
|
0.4321669
|
0.8803407
|
FALSE
|
|
2010
|
LBlk
|
-0.0002702
|
0.0001835
|
-1.4724111
|
0.1409693
|
0.3947140
|
FALSE
|
|
2010
|
LPF
|
-0.0000012
|
0.0003607
|
-0.0033036
|
0.9973642
|
0.9973642
|
FALSE
|
|
2010
|
WFGM2
|
1.0238249
|
0.0006567
|
1559.0756692
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGA2
|
0.0004197
|
0.0010624
|
0.3950167
|
0.6928465
|
0.9973642
|
FALSE
|
|
2010
|
LFGM2
|
-0.9496719
|
0.0460861
|
-20.6064765
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGA2
|
0.0185833
|
0.0716445
|
0.2593825
|
0.7953502
|
0.9973642
|
FALSE
|
|
2010
|
type
|
-0.0182339
|
0.0015082
|
-12.0902333
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
-0.0082393
|
0.0007046
|
-11.6932565
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM3
|
0.9933520
|
0.0004698
|
2114.2882361
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA3
|
0.0000581
|
0.0007632
|
0.0761613
|
0.9392937
|
0.9585492
|
FALSE
|
|
2011
|
WFTM
|
0.6812874
|
0.0005784
|
1177.8488103
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTA
|
-0.0005752
|
0.0007246
|
-0.7938295
|
0.4273304
|
0.5982625
|
FALSE
|
|
2011
|
WOR
|
0.0000288
|
0.0005543
|
0.0519768
|
0.9585492
|
0.9585492
|
FALSE
|
|
2011
|
WDR
|
0.0007641
|
0.0003906
|
1.9563676
|
0.0504745
|
0.0942190
|
FALSE
|
|
2011
|
WAst
|
0.0004547
|
0.0002274
|
1.9998977
|
0.0455624
|
0.0911248
|
FALSE
|
|
2011
|
WTO
|
-0.0003750
|
0.0003784
|
-0.9909909
|
0.3217354
|
0.5299171
|
FALSE
|
|
2011
|
WStl
|
-0.0005534
|
0.0002412
|
-2.2941140
|
0.0218230
|
0.0526218
|
FALSE
|
|
2011
|
WBlk
|
-0.0001044
|
0.0001821
|
-0.5731605
|
0.5665604
|
0.7554139
|
FALSE
|
|
2011
|
WPF
|
0.0000939
|
0.0003128
|
0.3002882
|
0.7639692
|
0.9116250
|
FALSE
|
|
2011
|
LFGM3
|
-0.9695832
|
0.0182657
|
-53.0822417
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA3
|
0.1461855
|
0.0389990
|
3.7484451
|
0.0001798
|
0.0005069
|
TRUE
|
|
2011
|
LFTM
|
-0.5836819
|
0.0004483
|
-1302.1276939
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFTA
|
-0.0009849
|
0.0004846
|
-2.0325078
|
0.0421522
|
0.0907893
|
FALSE
|
|
2011
|
LOR
|
0.0001551
|
0.0001901
|
0.8161778
|
0.4144352
|
0.5982625
|
FALSE
|
|
2011
|
LDR
|
-0.0004646
|
0.0005225
|
-0.8892103
|
0.3739306
|
0.5816697
|
FALSE
|
|
2011
|
LAst
|
-0.0000918
|
0.0002168
|
-0.4234675
|
0.6719715
|
0.8552364
|
FALSE
|
|
2011
|
LTO
|
0.0009193
|
0.0004029
|
2.2816062
|
0.0225522
|
0.0526218
|
FALSE
|
|
2011
|
LStl
|
-0.0000625
|
0.0002252
|
-0.2775186
|
0.7813928
|
0.9116250
|
FALSE
|
|
2011
|
LBlk
|
0.0000215
|
0.0001743
|
0.1233531
|
0.9018322
|
0.9585492
|
FALSE
|
|
2011
|
LPF
|
-0.0005392
|
0.0003506
|
-1.5377738
|
0.1241638
|
0.2172867
|
FALSE
|
|
2011
|
WFGM2
|
1.0237943
|
0.0006158
|
1662.5472471
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGA2
|
0.0001072
|
0.0009940
|
0.1078069
|
0.9141529
|
0.9585492
|
FALSE
|
|
2011
|
LFGM2
|
-1.0442615
|
0.0285015
|
-36.6388300
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA2
|
0.1660796
|
0.0443261
|
3.7467690
|
0.0001810
|
0.0005069
|
TRUE
|
|
2011
|
type
|
-0.0165084
|
0.0014080
|
-11.7248472
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
(Intercept)
|
0.0011468
|
0.0006405
|
1.7903210
|
0.0734595
|
0.1487126
|
FALSE
|
|
2012
|
WFGM3
|
0.9940738
|
0.0004311
|
2306.0092481
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA3
|
-0.0008283
|
0.0006895
|
-1.2013292
|
0.2296773
|
0.3384718
|
FALSE
|
|
2012
|
WFTM
|
0.6811284
|
0.0005342
|
1274.9636215
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTA
|
-0.0005316
|
0.0006670
|
-0.7969327
|
0.4255259
|
0.5642915
|
FALSE
|
|
2012
|
WOR
|
0.0005572
|
0.0005024
|
1.1090039
|
0.2674789
|
0.3744705
|
FALSE
|
|
2012
|
WDR
|
0.0007965
|
0.0003591
|
2.2181458
|
0.0265872
|
0.0822242
|
FALSE
|
|
2012
|
WAst
|
0.0000612
|
0.0002138
|
0.2864681
|
0.7745309
|
0.8040492
|
FALSE
|
|
2012
|
WTO
|
0.0001003
|
0.0003514
|
0.2854205
|
0.7753331
|
0.8040492
|
FALSE
|
|
2012
|
WStl
|
-0.0004854
|
0.0002227
|
-2.1791326
|
0.0293658
|
0.0822242
|
FALSE
|
|
2012
|
WBlk
|
-0.0002347
|
0.0001614
|
-1.4541702
|
0.1459584
|
0.2404021
|
FALSE
|
|
2012
|
WPF
|
-0.0005425
|
0.0002854
|
-1.9007106
|
0.0573942
|
0.1339198
|
FALSE
|
|
2012
|
LFGM3
|
-0.4514308
|
0.0190567
|
-23.6888067
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA3
|
-0.9600350
|
0.0406919
|
-23.5927666
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTM
|
-0.5840275
|
0.0004191
|
-1393.5816626
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTA
|
0.0001119
|
0.0004512
|
0.2479977
|
0.8041458
|
0.8041458
|
FALSE
|
|
2012
|
LOR
|
0.0001059
|
0.0001674
|
0.6327387
|
0.5269316
|
0.6414820
|
FALSE
|
|
2012
|
LDR
|
0.0003654
|
0.0004767
|
0.7665692
|
0.4433719
|
0.5642915
|
FALSE
|
|
2012
|
LAst
|
-0.0001129
|
0.0001955
|
-0.5776577
|
0.5635198
|
0.6574398
|
FALSE
|
|
2012
|
LTO
|
0.0006452
|
0.0003784
|
1.7048043
|
0.0882896
|
0.1648073
|
FALSE
|
|
2012
|
LStl
|
-0.0004275
|
0.0002099
|
-2.0368428
|
0.0417155
|
0.1061848
|
FALSE
|
|
2012
|
LBlk
|
0.0000571
|
0.0001588
|
0.3595186
|
0.7192215
|
0.8040492
|
FALSE
|
|
2012
|
LPF
|
-0.0003820
|
0.0003142
|
-1.2161309
|
0.2239893
|
0.3384718
|
FALSE
|
|
2012
|
WFGM2
|
1.0248518
|
0.0005603
|
1829.0310439
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGA2
|
-0.0013927
|
0.0008964
|
-1.5537137
|
0.1203125
|
0.2105469
|
FALSE
|
|
2012
|
LFGM2
|
-0.2360660
|
0.0297346
|
-7.9391103
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA2
|
-1.0904076
|
0.0462460
|
-23.5784117
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
type
|
0.0022788
|
0.0012768
|
1.7847675
|
0.0743563
|
0.1487126
|
FALSE
|
|
2013
|
(Intercept)
|
-0.0010127
|
0.0007847
|
-1.2904933
|
0.1969351
|
0.5027320
|
FALSE
|
|
2013
|
WFGM3
|
0.9946979
|
0.0005213
|
1908.2229203
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA3
|
-0.0013969
|
0.0008226
|
-1.6981988
|
0.0895283
|
0.3581132
|
FALSE
|
|
2013
|
WFTM
|
0.6813790
|
0.0006444
|
1057.3909206
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTA
|
-0.0004780
|
0.0008054
|
-0.5935231
|
0.5528562
|
0.7371415
|
FALSE
|
|
2013
|
WOR
|
0.0007188
|
0.0005983
|
1.2014189
|
0.2296419
|
0.5027320
|
FALSE
|
|
2013
|
WDR
|
0.0005282
|
0.0004327
|
1.2205896
|
0.2222951
|
0.5027320
|
FALSE
|
|
2013
|
WAst
|
0.0000685
|
0.0002597
|
0.2636993
|
0.7920218
|
0.8870644
|
FALSE
|
|
2013
|
WTO
|
-0.0005511
|
0.0004157
|
-1.3257425
|
0.1849815
|
0.5027320
|
FALSE
|
|
2013
|
WStl
|
0.0002064
|
0.0002723
|
0.7578109
|
0.4485975
|
0.6610911
|
FALSE
|
|
2013
|
WBlk
|
-0.0000750
|
0.0001984
|
-0.3777421
|
0.7056371
|
0.8489900
|
FALSE
|
|
2013
|
WPF
|
-0.0000088
|
0.0003434
|
-0.0256094
|
0.9795698
|
0.9795698
|
FALSE
|
|
2013
|
LFGM3
|
-0.9196471
|
0.0231615
|
-39.7057791
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGA3
|
0.0379940
|
0.0494592
|
0.7681897
|
0.4424083
|
0.6610911
|
FALSE
|
|
2013
|
LFTM
|
-0.5845130
|
0.0005063
|
-1154.4503903
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTA
|
-0.0002747
|
0.0005411
|
-0.5077338
|
0.6116609
|
0.7784775
|
FALSE
|
|
2013
|
LOR
|
-0.0001911
|
0.0002076
|
-0.9205615
|
0.3573208
|
0.6253114
|
FALSE
|
|
2013
|
LDR
|
0.0003549
|
0.0005792
|
0.6127844
|
0.5400449
|
0.7371415
|
FALSE
|
|
2013
|
LAst
|
-0.0000448
|
0.0002358
|
-0.1901797
|
0.8491755
|
0.9144967
|
FALSE
|
|
2013
|
LTO
|
0.0007268
|
0.0004630
|
1.5698334
|
0.1165129
|
0.4077952
|
FALSE
|
|
2013
|
LStl
|
0.0000281
|
0.0002509
|
0.1121743
|
0.9106894
|
0.9444187
|
FALSE
|
|
2013
|
LBlk
|
0.0000671
|
0.0001927
|
0.3481973
|
0.7277057
|
0.8489900
|
FALSE
|
|
2013
|
LPF
|
-0.0004227
|
0.0003826
|
-1.1047426
|
0.2693207
|
0.5027320
|
FALSE
|
|
2013
|
WFGM2
|
1.0251911
|
0.0006879
|
1490.3476337
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGA2
|
-0.0012523
|
0.0010674
|
-1.1731923
|
0.2407709
|
0.5027320
|
FALSE
|
|
2013
|
LFGM2
|
-0.9656565
|
0.0361446
|
-26.7164892
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGA2
|
0.0429796
|
0.0562106
|
0.7646169
|
0.4445334
|
0.6610911
|
FALSE
|
|
2013
|
type
|
-0.0017786
|
0.0015603
|
-1.1399202
|
0.2543705
|
0.5027320
|
FALSE
|
|
2014
|
(Intercept)
|
0.0073537
|
0.0007092
|
10.3691158
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
0.9932981
|
0.0004445
|
2234.7264404
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA3
|
0.0000076
|
0.0007235
|
0.0105046
|
0.9916191
|
0.9916191
|
FALSE
|
|
2014
|
WFTM
|
0.6808714
|
0.0005587
|
1218.7646317
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTA
|
-0.0000979
|
0.0007003
|
-0.1397492
|
0.8888634
|
0.9594988
|
FALSE
|
|
2014
|
WOR
|
0.0002350
|
0.0005306
|
0.4429468
|
0.6578219
|
0.8903400
|
FALSE
|
|
2014
|
WDR
|
-0.0000348
|
0.0003711
|
-0.0938510
|
0.9252310
|
0.9594988
|
FALSE
|
|
2014
|
WAst
|
0.0005565
|
0.0002163
|
2.5732213
|
0.0101021
|
0.0257145
|
TRUE
|
|
2014
|
WTO
|
-0.0001804
|
0.0003731
|
-0.4834705
|
0.6287813
|
0.8903400
|
FALSE
|
|
2014
|
WStl
|
0.0000235
|
0.0002459
|
0.0954158
|
0.9239881
|
0.9594988
|
FALSE
|
|
2014
|
WBlk
|
0.0002870
|
0.0001694
|
1.6939244
|
0.0903373
|
0.1945727
|
FALSE
|
|
2014
|
WPF
|
0.0001191
|
0.0003106
|
0.3833412
|
0.7014819
|
0.8903400
|
FALSE
|
|
2014
|
LFGM3
|
-0.9549539
|
0.0156254
|
-61.1153980
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA3
|
0.1136852
|
0.0333655
|
3.4072634
|
0.0006610
|
0.0019352
|
TRUE
|
|
2014
|
LFTM
|
-0.5842494
|
0.0004214
|
-1386.5213876
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFTA
|
-0.0001925
|
0.0004612
|
-0.4174544
|
0.6763626
|
0.8903400
|
FALSE
|
|
2014
|
LOR
|
-0.0002080
|
0.0001851
|
-1.1236404
|
0.2612155
|
0.4876023
|
FALSE
|
|
2014
|
LDR
|
-0.0001532
|
0.0005027
|
-0.3046624
|
0.7606351
|
0.8903400
|
FALSE
|
|
2014
|
LAst
|
0.0003033
|
0.0002050
|
1.4796394
|
0.1390278
|
0.2780556
|
FALSE
|
|
2014
|
LTO
|
0.0001241
|
0.0004059
|
0.3057058
|
0.7598404
|
0.8903400
|
FALSE
|
|
2014
|
LStl
|
-0.0002037
|
0.0002315
|
-0.8799629
|
0.3789186
|
0.6466603
|
FALSE
|
|
2014
|
LBlk
|
-0.0003537
|
0.0001665
|
-2.1246209
|
0.0336635
|
0.0785483
|
FALSE
|
|
2014
|
LPF
|
-0.0002881
|
0.0003370
|
-0.8549528
|
0.3926152
|
0.6466603
|
FALSE
|
|
2014
|
WFGM2
|
1.0240618
|
0.0005892
|
1738.1075351
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGA2
|
-0.0002859
|
0.0009488
|
-0.3013640
|
0.7631485
|
0.8903400
|
FALSE
|
|
2014
|
LFGM2
|
-1.0206399
|
0.0243773
|
-41.8684846
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA2
|
0.1287565
|
0.0379249
|
3.3950344
|
0.0006911
|
0.0019352
|
TRUE
|
|
2014
|
type
|
0.0148095
|
0.0014026
|
10.5585889
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
-0.0043843
|
0.0007150
|
-6.1315073
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGM3
|
0.9941387
|
0.0004771
|
2083.9245326
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA3
|
-0.0010053
|
0.0007760
|
-1.2954537
|
0.1952192
|
0.3215375
|
FALSE
|
|
2015
|
WFTM
|
0.6812688
|
0.0006103
|
1116.2005933
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFTA
|
-0.0013274
|
0.0007436
|
-1.7850850
|
0.0743037
|
0.1623449
|
FALSE
|
|
2015
|
WOR
|
0.0008440
|
0.0005698
|
1.4811289
|
0.1386307
|
0.2426036
|
FALSE
|
|
2015
|
WDR
|
0.0006753
|
0.0004021
|
1.6795638
|
0.0931001
|
0.1862003
|
FALSE
|
|
2015
|
WAst
|
0.0004334
|
0.0002278
|
1.9026816
|
0.0571353
|
0.1454353
|
FALSE
|
|
2015
|
WTO
|
-0.0003452
|
0.0003896
|
-0.8861927
|
0.3755532
|
0.5007376
|
FALSE
|
|
2015
|
WStl
|
0.0000255
|
0.0002531
|
0.1006312
|
0.9198469
|
0.9437846
|
FALSE
|
|
2015
|
WBlk
|
-0.0000126
|
0.0001794
|
-0.0705172
|
0.9437846
|
0.9437846
|
FALSE
|
|
2015
|
WPF
|
-0.0002927
|
0.0003090
|
-0.9471740
|
0.3435925
|
0.4999152
|
FALSE
|
|
2015
|
LFGM3
|
-0.7575414
|
0.0195886
|
-38.6725018
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA3
|
-0.3074917
|
0.0418245
|
-7.3519562
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTM
|
-0.5846749
|
0.0004624
|
-1264.4203355
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTA
|
0.0003996
|
0.0004924
|
0.8115385
|
0.4170923
|
0.5077646
|
FALSE
|
|
2015
|
LOR
|
0.0001364
|
0.0001878
|
0.7260723
|
0.4678260
|
0.5457970
|
FALSE
|
|
2015
|
LDR
|
0.0002288
|
0.0005492
|
0.4166538
|
0.6769482
|
0.7581820
|
FALSE
|
|
2015
|
LAst
|
0.0003356
|
0.0002160
|
1.5533252
|
0.1204041
|
0.2247544
|
FALSE
|
|
2015
|
LTO
|
0.0003503
|
0.0004214
|
0.8313341
|
0.4058217
|
0.5077646
|
FALSE
|
|
2015
|
LStl
|
-0.0002709
|
0.0002351
|
-1.1522751
|
0.2492591
|
0.3877364
|
FALSE
|
|
2015
|
LBlk
|
0.0000480
|
0.0001760
|
0.2729417
|
0.7849085
|
0.8452861
|
FALSE
|
|
2015
|
LPF
|
0.0006132
|
0.0003448
|
1.7785223
|
0.0753744
|
0.1623449
|
FALSE
|
|
2015
|
WFGM2
|
1.0245183
|
0.0006338
|
1616.4045266
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGA2
|
-0.0009315
|
0.0010113
|
-0.9210178
|
0.3570823
|
0.4999152
|
FALSE
|
|
2015
|
LFGM2
|
-0.7128470
|
0.0305657
|
-23.3218055
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA2
|
-0.3494288
|
0.0475375
|
-7.3505909
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
type
|
-0.0092818
|
0.0014185
|
-6.5434498
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
(Intercept)
|
0.0076885
|
0.0007764
|
9.9026689
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM3
|
0.9946136
|
0.0004974
|
1999.7572141
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA3
|
-0.0005689
|
0.0007992
|
-0.7118326
|
0.4765991
|
0.7147465
|
FALSE
|
|
2016
|
WFTM
|
0.6815914
|
0.0006343
|
1074.5109962
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTA
|
-0.0008608
|
0.0008043
|
-1.0701758
|
0.2845879
|
0.4980289
|
FALSE
|
|
2016
|
WOR
|
0.0004084
|
0.0005848
|
0.6983209
|
0.4850066
|
0.7147465
|
FALSE
|
|
2016
|
WDR
|
0.0000017
|
0.0004174
|
0.0041656
|
0.9966765
|
0.9971142
|
FALSE
|
|
2016
|
WAst
|
0.0003615
|
0.0002423
|
1.4918983
|
0.1357841
|
0.2924582
|
FALSE
|
|
2016
|
WTO
|
-0.0000015
|
0.0004106
|
-0.0036170
|
0.9971142
|
0.9971142
|
FALSE
|
|
2016
|
WStl
|
0.0000029
|
0.0002750
|
0.0106557
|
0.9914985
|
0.9971142
|
FALSE
|
|
2016
|
WBlk
|
0.0000526
|
0.0001980
|
0.2657735
|
0.7904238
|
0.8852746
|
FALSE
|
|
2016
|
WPF
|
-0.0003882
|
0.0003353
|
-1.1575941
|
0.2470808
|
0.4612176
|
FALSE
|
|
2016
|
LFGM3
|
-0.7362679
|
0.0246919
|
-29.8181841
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA3
|
-0.3529242
|
0.0527339
|
-6.6925425
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTM
|
-0.5856981
|
0.0004833
|
-1211.9432248
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTA
|
0.0013036
|
0.0005182
|
2.5153786
|
0.0119192
|
0.0303398
|
TRUE
|
|
2016
|
LOR
|
0.0000572
|
0.0002065
|
0.2771275
|
0.7816928
|
0.8852746
|
FALSE
|
|
2016
|
LDR
|
0.0001851
|
0.0005527
|
0.3348856
|
0.7377244
|
0.8852746
|
FALSE
|
|
2016
|
LAst
|
-0.0004925
|
0.0002211
|
-2.2275143
|
0.0259539
|
0.0605591
|
FALSE
|
|
2016
|
LTO
|
-0.0002253
|
0.0004479
|
-0.5029551
|
0.6150163
|
0.8016342
|
FALSE
|
|
2016
|
LStl
|
0.0001578
|
0.0002580
|
0.6115197
|
0.5408813
|
0.7572338
|
FALSE
|
|
2016
|
LBlk
|
-0.0002180
|
0.0001882
|
-1.1585271
|
0.2467002
|
0.4612176
|
FALSE
|
|
2016
|
LPF
|
0.0003669
|
0.0003730
|
0.9836168
|
0.3253480
|
0.5358673
|
FALSE
|
|
2016
|
WFGM2
|
1.0250770
|
0.0006492
|
1579.0455715
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGA2
|
-0.0005022
|
0.0010421
|
-0.4819578
|
0.6298554
|
0.8016342
|
FALSE
|
|
2016
|
LFGM2
|
-0.6801702
|
0.0385310
|
-17.6525301
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA2
|
-0.4009235
|
0.0599241
|
-6.6905204
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
type
|
0.0153928
|
0.0015326
|
10.0435497
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
(Intercept)
|
0.0030660
|
0.0006654
|
4.6078246
|
0.0000042
|
0.0000117
|
TRUE
|
|
2017
|
WFGM3
|
0.9945020
|
0.0004023
|
2472.0251368
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA3
|
-0.0000893
|
0.0006581
|
-0.1357170
|
0.8920500
|
0.9424939
|
FALSE
|
|
2017
|
WFTM
|
0.6818550
|
0.0005326
|
1280.2780023
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTA
|
-0.0005308
|
0.0006758
|
-0.7854294
|
0.4322361
|
0.7938333
|
FALSE
|
|
2017
|
WOR
|
0.0000558
|
0.0004877
|
0.1145155
|
0.9088334
|
0.9424939
|
FALSE
|
|
2017
|
WDR
|
0.0000806
|
0.0003563
|
0.2261051
|
0.8211282
|
0.9424939
|
FALSE
|
|
2017
|
WAst
|
-0.0001765
|
0.0001970
|
-0.8960407
|
0.3702707
|
0.7938333
|
FALSE
|
|
2017
|
WTO
|
0.0001968
|
0.0003455
|
0.5696684
|
0.5689262
|
0.8384176
|
FALSE
|
|
2017
|
WStl
|
-0.0002036
|
0.0002250
|
-0.9047482
|
0.3656389
|
0.7938333
|
FALSE
|
|
2017
|
WBlk
|
-0.0001245
|
0.0001646
|
-0.7565385
|
0.4493592
|
0.7938333
|
FALSE
|
|
2017
|
WPF
|
0.0000960
|
0.0002805
|
0.3420934
|
0.7322938
|
0.9163645
|
FALSE
|
|
2017
|
LFGM3
|
-1.0025374
|
0.0212616
|
-47.1525701
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA3
|
0.2157831
|
0.0454037
|
4.7525438
|
0.0000021
|
0.0000069
|
TRUE
|
|
2017
|
LFTM
|
-0.5848504
|
0.0004133
|
-1415.2377057
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFTA
|
-0.0001999
|
0.0004483
|
-0.4459254
|
0.6556689
|
0.9019318
|
FALSE
|
|
2017
|
LOR
|
0.0000267
|
0.0001719
|
0.1555441
|
0.8763982
|
0.9424939
|
FALSE
|
|
2017
|
LDR
|
0.0002998
|
0.0004635
|
0.6467984
|
0.5177897
|
0.8054507
|
FALSE
|
|
2017
|
LAst
|
-0.0001869
|
0.0001870
|
-0.9995687
|
0.3175638
|
0.7938333
|
FALSE
|
|
2017
|
LTO
|
0.0000008
|
0.0003814
|
0.0020954
|
0.9983282
|
0.9983282
|
FALSE
|
|
2017
|
LStl
|
0.0000864
|
0.0002070
|
0.4173364
|
0.6764488
|
0.9019318
|
FALSE
|
|
2017
|
LBlk
|
0.0001062
|
0.0001621
|
0.6551915
|
0.5123722
|
0.8054507
|
FALSE
|
|
2017
|
LPF
|
-0.0002357
|
0.0003144
|
-0.7494490
|
0.4536190
|
0.7938333
|
FALSE
|
|
2017
|
WFGM2
|
1.0249934
|
0.0005427
|
1888.7449757
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGA2
|
-0.0002729
|
0.0008661
|
-0.3150603
|
0.7527280
|
0.9163645
|
FALSE
|
|
2017
|
LFGM2
|
-1.0960639
|
0.0331803
|
-33.0336121
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA2
|
0.2454784
|
0.0515955
|
4.7577483
|
0.0000020
|
0.0000069
|
TRUE
|
|
2017
|
type
|
0.0062311
|
0.0013153
|
4.7375931
|
0.0000022
|
0.0000069
|
TRUE
|
|
2018
|
(Intercept)
|
-0.0104418
|
0.0006092
|
-17.1393385
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM3
|
0.9942357
|
0.0003658
|
2718.2608329
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA3
|
-0.0011635
|
0.0006016
|
-1.9342044
|
0.0531398
|
0.1352648
|
FALSE
|
|
2018
|
WFTM
|
0.6812737
|
0.0005000
|
1362.5526782
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTA
|
-0.0013006
|
0.0006164
|
-2.1098907
|
0.0349133
|
0.0977572
|
FALSE
|
|
2018
|
WOR
|
0.0003999
|
0.0004448
|
0.8990670
|
0.3686567
|
0.4751349
|
FALSE
|
|
2018
|
WDR
|
0.0007634
|
0.0003285
|
2.3242825
|
0.0201470
|
0.0626795
|
FALSE
|
|
2018
|
WAst
|
0.0001424
|
0.0001757
|
0.8104104
|
0.4177397
|
0.5085527
|
FALSE
|
|
2018
|
WTO
|
-0.0002815
|
0.0003153
|
-0.8927897
|
0.3720093
|
0.4751349
|
FALSE
|
|
2018
|
WStl
|
0.0001920
|
0.0002059
|
0.9326919
|
0.3510204
|
0.4751349
|
FALSE
|
|
2018
|
WBlk
|
0.0000221
|
0.0001484
|
0.1491798
|
0.8814173
|
0.8814173
|
FALSE
|
|
2018
|
WPF
|
0.0000705
|
0.0002498
|
0.2822071
|
0.7777954
|
0.8376259
|
FALSE
|
|
2018
|
LFGM3
|
-0.8850966
|
0.0149062
|
-59.3777632
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGA3
|
-0.0344324
|
0.0318343
|
-1.0816146
|
0.2794717
|
0.4751349
|
FALSE
|
|
2018
|
LFTM
|
-0.5837416
|
0.0003790
|
-1540.2951535
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTA
|
-0.0006405
|
0.0004138
|
-1.5479481
|
0.1216929
|
0.2839502
|
FALSE
|
|
2018
|
LOR
|
-0.0000459
|
0.0001606
|
-0.2861709
|
0.7747581
|
0.8376259
|
FALSE
|
|
2018
|
LDR
|
0.0000760
|
0.0004288
|
0.1771347
|
0.8594092
|
0.8814173
|
FALSE
|
|
2018
|
LAst
|
0.0001454
|
0.0001633
|
0.8903445
|
0.3733203
|
0.4751349
|
FALSE
|
|
2018
|
LTO
|
0.0003408
|
0.0003446
|
0.9890162
|
0.3226992
|
0.4751349
|
FALSE
|
|
2018
|
LStl
|
-0.0002400
|
0.0001896
|
-1.2656562
|
0.2056904
|
0.4430254
|
FALSE
|
|
2018
|
LBlk
|
-0.0000778
|
0.0001471
|
-0.5289813
|
0.5968400
|
0.6963133
|
FALSE
|
|
2018
|
LPF
|
0.0003192
|
0.0002776
|
1.1496277
|
0.2503478
|
0.4751349
|
FALSE
|
|
2018
|
WFGM2
|
1.0239683
|
0.0004970
|
2060.2261699
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGA2
|
-0.0007964
|
0.0007934
|
-1.0038263
|
0.3155070
|
0.4751349
|
FALSE
|
|
2018
|
LFGM2
|
-0.9122406
|
0.0232587
|
-39.2214198
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGA2
|
-0.0391190
|
0.0361800
|
-1.0812322
|
0.2796417
|
0.4751349
|
FALSE
|
|
2018
|
type
|
-0.0211123
|
0.0011941
|
-17.6805103
|
0.0000000
|
0.0000000
|
TRUE
|
Significant Only
df_level1_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
Season
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
|
2003
|
(Intercept)
|
0.0128208
|
0.0008243
|
15.552846
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM3
|
0.9934708
|
0.0005533
|
1795.598512
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFTM
|
0.6797602
|
0.0006970
|
975.319023
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WDR
|
0.0013688
|
0.0004436
|
3.085320
|
0.0020453
|
0.0052062
|
TRUE
|
|
2003
|
LFGM3
|
-0.6923901
|
0.0247569
|
-27.967598
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA3
|
-0.4457074
|
0.0528520
|
-8.433122
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFTM
|
-0.5836950
|
0.0005406
|
-1079.770067
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
WFGM2
|
1.0244417
|
0.0007220
|
1418.818745
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGM2
|
-0.6113173
|
0.0386235
|
-15.827620
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
LFGA2
|
-0.5064335
|
0.0600651
|
-8.431416
|
0.0000000
|
0.0000000
|
TRUE
|
|
2003
|
type
|
0.0259741
|
0.0016302
|
15.933369
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
(Intercept)
|
-0.0043045
|
0.0007182
|
-5.993473
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFGM3
|
0.9940021
|
0.0004784
|
2077.902965
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
WFTM
|
0.6812417
|
0.0006046
|
1126.773128
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM3
|
-0.9326869
|
0.0199897
|
-46.658462
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFTM
|
-0.5842983
|
0.0004708
|
-1241.097693
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LPF
|
-0.0010754
|
0.0003630
|
-2.962451
|
0.0030676
|
0.0095436
|
TRUE
|
|
2004
|
WFGM2
|
1.0244606
|
0.0006316
|
1622.016276
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
LFGM2
|
-0.9863278
|
0.0311913
|
-31.621932
|
0.0000000
|
0.0000000
|
TRUE
|
|
2004
|
type
|
-0.0082746
|
0.0014240
|
-5.810763
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
(Intercept)
|
-0.0040437
|
0.0007815
|
-5.174127
|
0.0000002
|
0.0000010
|
TRUE
|
|
2005
|
WFGM3
|
0.9934879
|
0.0005325
|
1865.849564
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
WFTM
|
0.6802143
|
0.0006549
|
1038.593113
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM3
|
-0.9507857
|
0.0200884
|
-47.330070
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA3
|
0.1054699
|
0.0428837
|
2.459442
|
0.0139510
|
0.0355117
|
TRUE
|
|
2005
|
LFTM
|
-0.5846786
|
0.0005071
|
-1152.948165
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LBlk
|
-0.0005459
|
0.0001961
|
-2.784152
|
0.0053882
|
0.0167633
|
TRUE
|
|
2005
|
WFGM2
|
1.0236810
|
0.0007032
|
1455.842928
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGM2
|
-1.0149416
|
0.0313518
|
-32.372693
|
0.0000000
|
0.0000000
|
TRUE
|
|
2005
|
LFGA2
|
0.1199602
|
0.0487520
|
2.460621
|
0.0139053
|
0.0355117
|
TRUE
|
|
2005
|
type
|
-0.0078648
|
0.0015494
|
-5.075930
|
0.0000004
|
0.0000014
|
TRUE
|
|
2006
|
(Intercept)
|
-0.0098970
|
0.0006607
|
-14.980525
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGM3
|
0.9936465
|
0.0004521
|
2197.863492
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFTM
|
0.6805276
|
0.0005765
|
1180.523731
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGM3
|
-1.0861141
|
0.0181110
|
-59.969692
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA3
|
0.3952022
|
0.0386621
|
10.221946
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFTM
|
-0.5847252
|
0.0004360
|
-1341.167299
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
WFGM2
|
1.0237464
|
0.0005905
|
1733.826346
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGM2
|
-1.2269682
|
0.0282506
|
-43.431540
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
LFGA2
|
0.4494678
|
0.0439366
|
10.229909
|
0.0000000
|
0.0000000
|
TRUE
|
|
2006
|
type
|
-0.0200553
|
0.0013130
|
-15.274087
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
(Intercept)
|
-0.0112160
|
0.0008201
|
-13.675932
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFGM3
|
0.9936291
|
0.0005410
|
1836.686558
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WFTM
|
0.6802025
|
0.0006824
|
996.733067
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
WDR
|
0.0012475
|
0.0004526
|
2.756390
|
0.0058652
|
0.0149296
|
TRUE
|
|
2007
|
WAst
|
0.0007491
|
0.0002663
|
2.813450
|
0.0049201
|
0.0137764
|
TRUE
|
|
2007
|
WTO
|
-0.0011051
|
0.0004236
|
-2.608786
|
0.0091130
|
0.0212638
|
TRUE
|
|
2007
|
LFGM3
|
-0.8770625
|
0.0227129
|
-38.615192
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFTM
|
-0.5832563
|
0.0005212
|
-1119.033168
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LTO
|
0.0014422
|
0.0004641
|
3.107498
|
0.0018972
|
0.0059024
|
TRUE
|
|
2007
|
WFGM2
|
1.0236576
|
0.0007155
|
1430.636554
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
LFGM2
|
-0.8991327
|
0.0354436
|
-25.367970
|
0.0000000
|
0.0000000
|
TRUE
|
|
2007
|
type
|
-0.0222842
|
0.0016350
|
-13.629154
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
(Intercept)
|
0.0163905
|
0.0007699
|
21.289427
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM3
|
0.9942179
|
0.0004966
|
2001.937406
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFTM
|
0.6818090
|
0.0006295
|
1083.122083
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WDR
|
0.0009725
|
0.0004150
|
2.343264
|
0.0191533
|
0.0487539
|
TRUE
|
|
2008
|
LFGM3
|
-0.7116036
|
0.0200691
|
-35.457714
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA3
|
-0.4057318
|
0.0428413
|
-9.470566
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFTM
|
-0.5832760
|
0.0004873
|
-1196.846933
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
WFGM2
|
1.0250386
|
0.0006669
|
1536.916566
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGM2
|
-0.6413789
|
0.0313096
|
-20.485059
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
LFGA2
|
-0.4607854
|
0.0486910
|
-9.463470
|
0.0000000
|
0.0000000
|
TRUE
|
|
2008
|
type
|
0.0325517
|
0.0015366
|
21.183793
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
(Intercept)
|
0.0146876
|
0.0007673
|
19.142899
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM3
|
0.9948322
|
0.0004969
|
2001.985299
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFTM
|
0.6814715
|
0.0006235
|
1092.927948
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGM3
|
-0.8552895
|
0.0201650
|
-42.414460
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFTM
|
-0.5848098
|
0.0004848
|
-1206.324655
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
WFGM2
|
1.0254889
|
0.0006552
|
1565.251238
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
LFGM2
|
-0.8656444
|
0.0314713
|
-27.505859
|
0.0000000
|
0.0000000
|
TRUE
|
|
2009
|
type
|
0.0294726
|
0.0015328
|
19.227971
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
(Intercept)
|
-0.0091922
|
0.0007551
|
-12.173731
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM3
|
0.9933551
|
0.0004952
|
2006.079059
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFTM
|
0.6797422
|
0.0006143
|
1106.597139
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGM3
|
-0.9087889
|
0.0295218
|
-30.783607
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFTM
|
-0.5843324
|
0.0004630
|
-1261.923997
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
WFGM2
|
1.0238249
|
0.0006567
|
1559.075669
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
LFGM2
|
-0.9496719
|
0.0460861
|
-20.606476
|
0.0000000
|
0.0000000
|
TRUE
|
|
2010
|
type
|
-0.0182339
|
0.0015082
|
-12.090233
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
(Intercept)
|
-0.0082393
|
0.0007046
|
-11.693257
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM3
|
0.9933520
|
0.0004698
|
2114.288236
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFTM
|
0.6812874
|
0.0005784
|
1177.848810
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM3
|
-0.9695832
|
0.0182657
|
-53.082242
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA3
|
0.1461855
|
0.0389990
|
3.748445
|
0.0001798
|
0.0005069
|
TRUE
|
|
2011
|
LFTM
|
-0.5836819
|
0.0004483
|
-1302.127694
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
WFGM2
|
1.0237943
|
0.0006158
|
1662.547247
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGM2
|
-1.0442615
|
0.0285015
|
-36.638830
|
0.0000000
|
0.0000000
|
TRUE
|
|
2011
|
LFGA2
|
0.1660796
|
0.0443261
|
3.746769
|
0.0001810
|
0.0005069
|
TRUE
|
|
2011
|
type
|
-0.0165084
|
0.0014080
|
-11.724847
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGM3
|
0.9940738
|
0.0004311
|
2306.009248
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFTM
|
0.6811284
|
0.0005342
|
1274.963622
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGM3
|
-0.4514308
|
0.0190567
|
-23.688807
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA3
|
-0.9600350
|
0.0406919
|
-23.592767
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFTM
|
-0.5840275
|
0.0004191
|
-1393.581663
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
WFGM2
|
1.0248518
|
0.0005603
|
1829.031044
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGM2
|
-0.2360660
|
0.0297346
|
-7.939110
|
0.0000000
|
0.0000000
|
TRUE
|
|
2012
|
LFGA2
|
-1.0904076
|
0.0462460
|
-23.578412
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGM3
|
0.9946979
|
0.0005213
|
1908.222920
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFTM
|
0.6813790
|
0.0006444
|
1057.390921
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM3
|
-0.9196471
|
0.0231615
|
-39.705779
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFTM
|
-0.5845130
|
0.0005063
|
-1154.450390
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
WFGM2
|
1.0251911
|
0.0006879
|
1490.347634
|
0.0000000
|
0.0000000
|
TRUE
|
|
2013
|
LFGM2
|
-0.9656565
|
0.0361446
|
-26.716489
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
(Intercept)
|
0.0073537
|
0.0007092
|
10.369116
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM3
|
0.9932981
|
0.0004445
|
2234.726440
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFTM
|
0.6808714
|
0.0005587
|
1218.764632
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WAst
|
0.0005565
|
0.0002163
|
2.573221
|
0.0101021
|
0.0257145
|
TRUE
|
|
2014
|
LFGM3
|
-0.9549539
|
0.0156254
|
-61.115398
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA3
|
0.1136852
|
0.0333655
|
3.407263
|
0.0006610
|
0.0019352
|
TRUE
|
|
2014
|
LFTM
|
-0.5842494
|
0.0004214
|
-1386.521388
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
WFGM2
|
1.0240618
|
0.0005892
|
1738.107535
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGM2
|
-1.0206399
|
0.0243773
|
-41.868485
|
0.0000000
|
0.0000000
|
TRUE
|
|
2014
|
LFGA2
|
0.1287565
|
0.0379249
|
3.395034
|
0.0006911
|
0.0019352
|
TRUE
|
|
2014
|
type
|
0.0148095
|
0.0014026
|
10.558589
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
(Intercept)
|
-0.0043843
|
0.0007150
|
-6.131507
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGM3
|
0.9941387
|
0.0004771
|
2083.924533
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFTM
|
0.6812688
|
0.0006103
|
1116.200593
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGM3
|
-0.7575414
|
0.0195886
|
-38.672502
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA3
|
-0.3074917
|
0.0418245
|
-7.351956
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFTM
|
-0.5846749
|
0.0004624
|
-1264.420335
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
WFGM2
|
1.0245183
|
0.0006338
|
1616.404527
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGM2
|
-0.7128470
|
0.0305657
|
-23.321805
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
LFGA2
|
-0.3494288
|
0.0475375
|
-7.350591
|
0.0000000
|
0.0000000
|
TRUE
|
|
2015
|
type
|
-0.0092818
|
0.0014185
|
-6.543450
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
(Intercept)
|
0.0076885
|
0.0007764
|
9.902669
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFGM3
|
0.9946136
|
0.0004974
|
1999.757214
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
WFTM
|
0.6815914
|
0.0006343
|
1074.510996
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM3
|
-0.7362679
|
0.0246919
|
-29.818184
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA3
|
-0.3529242
|
0.0527339
|
-6.692543
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTM
|
-0.5856981
|
0.0004833
|
-1211.943225
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFTA
|
0.0013036
|
0.0005182
|
2.515379
|
0.0119192
|
0.0303398
|
TRUE
|
|
2016
|
WFGM2
|
1.0250770
|
0.0006492
|
1579.045572
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGM2
|
-0.6801702
|
0.0385310
|
-17.652530
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
LFGA2
|
-0.4009235
|
0.0599241
|
-6.690520
|
0.0000000
|
0.0000000
|
TRUE
|
|
2016
|
type
|
0.0153928
|
0.0015326
|
10.043550
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
(Intercept)
|
0.0030660
|
0.0006654
|
4.607825
|
0.0000042
|
0.0000117
|
TRUE
|
|
2017
|
WFGM3
|
0.9945020
|
0.0004023
|
2472.025137
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFTM
|
0.6818550
|
0.0005326
|
1280.278002
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM3
|
-1.0025374
|
0.0212616
|
-47.152570
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA3
|
0.2157831
|
0.0454037
|
4.752544
|
0.0000021
|
0.0000069
|
TRUE
|
|
2017
|
LFTM
|
-0.5848504
|
0.0004133
|
-1415.237706
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
WFGM2
|
1.0249934
|
0.0005427
|
1888.744976
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGM2
|
-1.0960639
|
0.0331803
|
-33.033612
|
0.0000000
|
0.0000000
|
TRUE
|
|
2017
|
LFGA2
|
0.2454784
|
0.0515955
|
4.757748
|
0.0000020
|
0.0000069
|
TRUE
|
|
2017
|
type
|
0.0062311
|
0.0013153
|
4.737593
|
0.0000022
|
0.0000069
|
TRUE
|
|
2018
|
(Intercept)
|
-0.0104418
|
0.0006092
|
-17.139339
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM3
|
0.9942357
|
0.0003658
|
2718.260833
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFTM
|
0.6812737
|
0.0005000
|
1362.552678
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGM3
|
-0.8850966
|
0.0149062
|
-59.377763
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFTM
|
-0.5837416
|
0.0003790
|
-1540.295153
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
WFGM2
|
1.0239683
|
0.0004970
|
2060.226170
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
LFGM2
|
-0.9122406
|
0.0232587
|
-39.221420
|
0.0000000
|
0.0000000
|
TRUE
|
|
2018
|
type
|
-0.0211123
|
0.0011941
|
-17.680510
|
0.0000000
|
0.0000000
|
TRUE
|
Second-Level Analysis
colnames(df_level1_tidy)[2] <- "term_level1"
df_level2_tidy <- df_level1_tidy %>%
group_by(term_level1) %>%
do(level2 = lm(estimate ~ Season, .)) %>%
tidy(level2) %>%
mutate(p.value.fdr = p.adjust(p.value, "fdr")) %>%
tidy_lm_add_logical_significance(tidy_df = ., p_values = "p.value.fdr", sig_column_name = "sig.fdr.05") %>%
tidy_lm_add_r_squared(., n = nrow(df_level1_tidy))
df_level2_tidy %>% nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
(Intercept)
|
(Intercept)
|
0.2103907
|
1.0544023
|
0.1995355
|
0.8447130
|
0.8447318
|
FALSE
|
0.0000893
|
-0.0021527
|
|
(Intercept)
|
Season
|
-0.0001046
|
0.0005244
|
-0.1995109
|
0.8447318
|
0.8447318
|
FALSE
|
0.0000892
|
-0.0021527
|
|
LAst
|
(Intercept)
|
0.0084316
|
0.0261374
|
0.3225865
|
0.7517755
|
0.7524150
|
FALSE
|
0.0002333
|
-0.0020084
|
|
LAst
|
Season
|
-0.0000042
|
0.0000130
|
-0.3217241
|
0.7524150
|
0.7524150
|
FALSE
|
0.0002320
|
-0.0020096
|
|
LBlk
|
(Intercept)
|
-0.0042874
|
0.0231012
|
-0.1855933
|
0.8554257
|
0.8580506
|
FALSE
|
0.0000772
|
-0.0021648
|
|
LBlk
|
Season
|
0.0000021
|
0.0000115
|
0.1821832
|
0.8580506
|
0.8580506
|
FALSE
|
0.0000744
|
-0.0021676
|
|
LDR
|
(Intercept)
|
-0.0945103
|
0.0491284
|
-1.9237391
|
0.0749618
|
0.0750747
|
FALSE
|
0.0082294
|
0.0060057
|
|
LDR
|
Season
|
0.0000470
|
0.0000244
|
1.9229029
|
0.0750747
|
0.0750747
|
FALSE
|
0.0082223
|
0.0059986
|
|
LFGA2
|
(Intercept)
|
7.7288174
|
42.0844059
|
0.1836504
|
0.8569211
|
0.8569211
|
FALSE
|
0.0000756
|
-0.0021664
|
|
LFGA2
|
Season
|
-0.0038993
|
0.0209323
|
-0.1862830
|
0.8548951
|
0.8569211
|
FALSE
|
0.0000778
|
-0.0021642
|
|
LFGA3
|
(Intercept)
|
6.7952829
|
37.0433248
|
0.1834415
|
0.8570819
|
0.8570819
|
FALSE
|
0.0000754
|
-0.0021665
|
|
LFGA3
|
Season
|
-0.0034284
|
0.0184249
|
-0.1860752
|
0.8550550
|
0.8570819
|
FALSE
|
0.0000776
|
-0.0021644
|
|
LFGM2
|
(Intercept)
|
-5.8671772
|
27.0831797
|
-0.2166355
|
0.8316174
|
0.8561567
|
FALSE
|
0.0001052
|
-0.0021367
|
|
LFGM2
|
Season
|
0.0024873
|
0.0134708
|
0.1846435
|
0.8561567
|
0.8561567
|
FALSE
|
0.0000764
|
-0.0021655
|
|
LFGM3
|
(Intercept)
|
-4.0592916
|
17.3521897
|
-0.2339354
|
0.8184214
|
0.8561746
|
FALSE
|
0.0001227
|
-0.0021192
|
|
LFGM3
|
Season
|
0.0015934
|
0.0086308
|
0.1846201
|
0.8561746
|
0.8561746
|
FALSE
|
0.0000764
|
-0.0021656
|
|
LFTA
|
(Intercept)
|
-0.0426205
|
0.0668528
|
-0.6375274
|
0.5340697
|
0.5354546
|
FALSE
|
0.0009105
|
-0.0013296
|
|
LFTA
|
Season
|
0.0000211
|
0.0000333
|
0.6353389
|
0.5354546
|
0.5354546
|
FALSE
|
0.0009042
|
-0.0013359
|
|
LFTM
|
(Intercept)
|
-0.4991958
|
0.0695046
|
-7.1821955
|
0.0000047
|
0.0000094
|
TRUE
|
0.1036688
|
0.1016591
|
|
LFTM
|
Season
|
-0.0000423
|
0.0000346
|
-1.2241799
|
0.2410865
|
0.2410865
|
FALSE
|
0.0033489
|
0.0011142
|
|
LOR
|
(Intercept)
|
0.0159107
|
0.0184528
|
0.8622368
|
0.4030855
|
0.4045526
|
FALSE
|
0.0016642
|
-0.0005743
|
|
LOR
|
Season
|
-0.0000079
|
0.0000092
|
-0.8594807
|
0.4045526
|
0.4045526
|
FALSE
|
0.0016536
|
-0.0005849
|
|
LPF
|
(Intercept)
|
-0.0699840
|
0.0497673
|
-1.4062238
|
0.1814642
|
0.1823204
|
FALSE
|
0.0044142
|
0.0021820
|
|
LPF
|
Season
|
0.0000347
|
0.0000248
|
1.4032870
|
0.1823204
|
0.1823204
|
FALSE
|
0.0043959
|
0.0021636
|
|
LStl
|
(Intercept)
|
0.0220747
|
0.0245896
|
0.8977248
|
0.3845111
|
0.3845111
|
FALSE
|
0.0018037
|
-0.0004344
|
|
LStl
|
Season
|
-0.0000110
|
0.0000122
|
-0.8987833
|
0.3839661
|
0.3845111
|
FALSE
|
0.0018080
|
-0.0004301
|
|
LTO
|
(Intercept)
|
0.0476990
|
0.0551710
|
0.8645674
|
0.4018476
|
0.4054668
|
FALSE
|
0.0016732
|
-0.0005652
|
|
LTO
|
Season
|
-0.0000235
|
0.0000274
|
-0.8577667
|
0.4054668
|
0.4054668
|
FALSE
|
0.0016470
|
-0.0005915
|
|
type
|
(Intercept)
|
0.4636173
|
2.1122915
|
0.2194855
|
0.8294398
|
0.8294691
|
FALSE
|
0.0001080
|
-0.0021339
|
|
type
|
Season
|
-0.0002306
|
0.0010506
|
-0.2194471
|
0.8294691
|
0.8294691
|
FALSE
|
0.0001080
|
-0.0021339
|
|
WAst
|
(Intercept)
|
0.0099025
|
0.0283456
|
0.3493476
|
0.7320273
|
0.7386317
|
FALSE
|
0.0002736
|
-0.0019680
|
|
WAst
|
Season
|
-0.0000048
|
0.0000141
|
-0.3403693
|
0.7386317
|
0.7386317
|
FALSE
|
0.0002597
|
-0.0019819
|
|
WBlk
|
(Intercept)
|
-0.0078183
|
0.0169805
|
-0.4604258
|
0.6522808
|
0.6530994
|
FALSE
|
0.0004751
|
-0.0017660
|
|
WBlk
|
Season
|
0.0000039
|
0.0000084
|
0.4592571
|
0.6530994
|
0.6530994
|
FALSE
|
0.0004727
|
-0.0017684
|
|
WDR
|
(Intercept)
|
0.0814491
|
0.0405978
|
2.0062440
|
0.0645487
|
0.0662917
|
FALSE
|
0.0089440
|
0.0067219
|
|
WDR
|
Season
|
-0.0000402
|
0.0000202
|
-1.9916248
|
0.0662917
|
0.0662917
|
FALSE
|
0.0088153
|
0.0065929
|
|
WFGA2
|
(Intercept)
|
0.0257212
|
0.1002013
|
0.2566955
|
0.8011477
|
0.8011477
|
FALSE
|
0.0001477
|
-0.0020941
|
|
WFGA2
|
Season
|
-0.0000131
|
0.0000498
|
-0.2625300
|
0.7967366
|
0.8011477
|
FALSE
|
0.0001545
|
-0.0020873
|
|
WFGA3
|
(Intercept)
|
0.0481592
|
0.0735195
|
0.6550542
|
0.5230509
|
0.5230509
|
FALSE
|
0.0009612
|
-0.0012788
|
|
WFGA3
|
Season
|
-0.0000242
|
0.0000366
|
-0.6622916
|
0.5185389
|
0.5230509
|
FALSE
|
0.0009825
|
-0.0012574
|
|
WFGM2
|
(Intercept)
|
0.9541225
|
0.0672222
|
14.1935522
|
0.0000000
|
0.0000000
|
TRUE
|
0.3111511
|
0.3096066
|
|
WFGM2
|
Season
|
0.0000350
|
0.0000334
|
1.0458206
|
0.3133656
|
0.3133656
|
FALSE
|
0.0024463
|
0.0002097
|
|
WFGM3
|
(Intercept)
|
0.8976138
|
0.0527406
|
17.0193934
|
0.0000000
|
0.0000000
|
TRUE
|
0.3937415
|
0.3923821
|
|
WFGM3
|
Season
|
0.0000479
|
0.0000262
|
1.8270260
|
0.0890880
|
0.0890880
|
FALSE
|
0.0074288
|
0.0052033
|
|
WFTA
|
(Intercept)
|
0.1759447
|
0.0517373
|
3.4007326
|
0.0043066
|
0.0043066
|
TRUE
|
0.0252751
|
0.0230896
|
|
WFTA
|
Season
|
-0.0000877
|
0.0000257
|
-3.4075555
|
0.0042486
|
0.0043066
|
TRUE
|
0.0253740
|
0.0231887
|
|
WFTM
|
(Intercept)
|
0.5167625
|
0.0634495
|
8.1444659
|
0.0000011
|
0.0000022
|
TRUE
|
0.1294713
|
0.1275194
|
|
WFTM
|
Season
|
0.0000817
|
0.0000316
|
2.5881104
|
0.0214682
|
0.0214682
|
TRUE
|
0.0147964
|
0.0125874
|
|
WOR
|
(Intercept)
|
-0.0268581
|
0.0593247
|
-0.4527312
|
0.6576788
|
0.6576788
|
FALSE
|
0.0004594
|
-0.0017818
|
|
WOR
|
Season
|
0.0000135
|
0.0000295
|
0.4587550
|
0.6534512
|
0.6576788
|
FALSE
|
0.0004717
|
-0.0017694
|
|
WPF
|
(Intercept)
|
-0.0046830
|
0.0349191
|
-0.1341100
|
0.8952244
|
0.8970874
|
FALSE
|
0.0000403
|
-0.0022017
|
|
WPF
|
Season
|
0.0000023
|
0.0000174
|
0.1317104
|
0.8970874
|
0.8970874
|
FALSE
|
0.0000389
|
-0.0022032
|
|
WStl
|
(Intercept)
|
0.0242359
|
0.0297142
|
0.8156312
|
0.4283702
|
0.4283702
|
FALSE
|
0.0014894
|
-0.0007494
|
|
WStl
|
Season
|
-0.0000121
|
0.0000148
|
-0.8163197
|
0.4279893
|
0.4283702
|
FALSE
|
0.0014919
|
-0.0007469
|
|
WTO
|
(Intercept)
|
-0.0664736
|
0.0374461
|
-1.7751840
|
0.0976023
|
0.0991073
|
FALSE
|
0.0070161
|
0.0047897
|
|
WTO
|
Season
|
0.0000329
|
0.0000186
|
1.7664410
|
0.0991073
|
0.0991073
|
FALSE
|
0.0069476
|
0.0047210
|
Significant Only
df_level2_tidy %>%
filter(sig.fdr.05 == TRUE) %>%
nice_tables()
|
term_level1
|
term
|
estimate
|
std.error
|
statistic
|
p.value
|
p.value.fdr
|
sig.fdr.05
|
r.squared
|
adj.r.squared
|
|
LFTM
|
(Intercept)
|
-0.4991958
|
0.0695046
|
-7.182195
|
0.0000047
|
0.0000094
|
TRUE
|
0.1036688
|
0.1016591
|
|
WFGM2
|
(Intercept)
|
0.9541225
|
0.0672222
|
14.193552
|
0.0000000
|
0.0000000
|
TRUE
|
0.3111511
|
0.3096066
|
|
WFGM3
|
(Intercept)
|
0.8976138
|
0.0527406
|
17.019393
|
0.0000000
|
0.0000000
|
TRUE
|
0.3937415
|
0.3923821
|
|
WFTA
|
(Intercept)
|
0.1759447
|
0.0517373
|
3.400733
|
0.0043066
|
0.0043066
|
TRUE
|
0.0252751
|
0.0230896
|
|
WFTA
|
Season
|
-0.0000877
|
0.0000257
|
-3.407555
|
0.0042486
|
0.0043066
|
TRUE
|
0.0253740
|
0.0231887
|
|
WFTM
|
(Intercept)
|
0.5167625
|
0.0634495
|
8.144466
|
0.0000011
|
0.0000022
|
TRUE
|
0.1294713
|
0.1275194
|
|
WFTM
|
Season
|
0.0000817
|
0.0000316
|
2.588110
|
0.0214682
|
0.0214682
|
TRUE
|
0.0147964
|
0.0125874
|